{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Prepare Referece files using TFIDF for retrieving attributes\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from tqdm import tqdm, trange\n",
    "import numpy as np\n",
    "import time\n",
    "import torch\n",
    "from sklearn.feature_extraction.text import TfidfVectorizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def read_file(path):\n",
    "    with open(path) as fp:\n",
    "        lines = fp.read().splitlines()\n",
    "    return lines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def clean_text(text):\n",
    "    return text.replace(\"<POS>\",\"\").replace(\"<NEG>\",\"\").replace(\"<CON_START>\",\"\").replace(\"<START>\",\"\").replace(\"<END>\",\"\").strip()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "train0_org = read_file(\"sentiment_train_0.txt\") # Training data of negative sentiment\n",
    "train1_org = read_file(\"sentiment_train_1.txt\") # Training data of positive sentiment\n",
    "ref0_processed = read_file(\"./processed_files_with_bert_with_best_head/reference_0.txt\") # Reference data for delete_generate model\n",
    "ref1_processed = read_file(\"./processed_files_with_bert_with_best_head/reference_1.txt\") # Reference data for delete_generate model\n",
    "ref0_org = read_file(\"./reference_0.txt\") # Original Refrence_0 data\n",
    "ref1_org = read_file(\"./reference_1.txt\") # Original Refrence_1 data\n",
    "train0_processed = read_file(\"./processed_files_with_bert_with_best_head/delete_retrieve_edit_model/sentiment_train_0_all_attrs.txt\") # training data with content and attributes seperation\n",
    "train1_processed = read_file(\"./processed_files_with_bert_with_best_head/delete_retrieve_edit_model/sentiment_train_1_all_attrs.txt\") # training data with content and attributes seperation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get the Original Reference Sentence\n",
    "ref0_org = [x.split(\"\\t\")[0] for x in ref0_org]\n",
    "ref1_org = [x.split(\"\\t\")[0] for x in ref1_org]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get the Content of the Reference Sentences\n",
    "ref0_con = [clean_text(x) for x in ref0_processed]\n",
    "ref1_con = [clean_text(x) for x in ref1_processed]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(['this is honestly the only case i ve thrown away in the garbage .',\n",
       "  'shame on what otherwise has been a reliable company with several other respectful products .',\n",
       "  'it s like i got an extension cord and male outlets on both ends .',\n",
       "  'it was supposed to be a complete toy .'],\n",
       " ['this is honestly the only case i ve away in the .',\n",
       "  'on what otherwise has been a reliable company with several products .',\n",
       "  'it s like i got an extension and male on both .',\n",
       "  'it was supposed to be a .'])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ref0_org[:4], ref0_con[:4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_train_content(text):\n",
    "    return text.split(\"<START>\")[0].split(\"<CON_START>\")[1].strip()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_train_attrs(text):\n",
    "    return text.split(\"<CON_START>\")[0].replace(\"<ATTR_WORDS>\",\"\").strip().split()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['attacks', 'constant']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_train_attrs(train0_processed[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(['<ATTR_WORDS> attacks constant <CON_START> especially on moderate where the are . <START> especially on moderate where the attacks are constant . <END>',\n",
       "  '<ATTR_WORDS> on drier <CON_START> i put this my and flat ironed it and my hair looked than sand paper . <START> i put this on my hair and flat ironed it and my hair looked drier than sand paper . <END>',\n",
       "  '<ATTR_WORDS> worst value headphones <CON_START> since their price is three times that they are about the in . <START> since their price is three times that they are about the worst value in headphones . <END>',\n",
       "  '<ATTR_WORDS> personal touch <CON_START> just had to give it the . <START> just had to give it the personal touch . <END>'],\n",
       " ['<ATTR_WORDS> open with thing <CON_START> i almost exclusively very small cans of tomato paste this without any problems . <START> i open almost exclusively very small cans of tomato paste with this thing without any problems . <END>',\n",
       "  '<ATTR_WORDS> durable usb handy <CON_START> it s made with plastic , and the opening it has for the port comes in a lot . <START> it s made with durable plastic ,  and the opening it has for the usb port comes in handy a lot . <END>',\n",
       "  '<ATTR_WORDS> came perfect <CON_START> i fried catfish in the frydaddy and it out . <START> i fried catfish in the frydaddy and it came out perfect . <END>',\n",
       "  '<ATTR_WORDS> can be right <CON_START> i typing on my computer and talking to somebody as if they were there . <START> i can be typing on my computer and talking to somebody as if they were right there . <END>'])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train0_processed[:4], train1_processed[:4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get content\n",
    "train0_con = [get_train_content(x) for x in train0_processed]\n",
    "train1_con = [get_train_content(x) for x in train1_processed]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(['especially on moderate where the are .',\n",
       "  'i put this my and flat ironed it and my hair looked than sand paper .',\n",
       "  'since their price is three times that they are about the in .',\n",
       "  'just had to give it the .'],\n",
       " ['i almost exclusively very small cans of tomato paste this without any problems .',\n",
       "  'it s made with plastic , and the opening it has for the port comes in a lot .',\n",
       "  'i fried catfish in the frydaddy and it out .',\n",
       "  'i typing on my computer and talking to somebody as if they were there .'])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train0_con[:4], train1_con[:4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Fatch attributes from the training data\n",
    "attrs_neg = [get_train_attrs(x) for x in train0_processed]\n",
    "attrs_pos = [get_train_attrs(x) for x in train1_processed]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get TFIDF vectors for Training and Reference\n",
    "tfidf = TfidfVectorizer()\n",
    "conts_vecs = tfidf.fit_transform(train0_con + train1_con)\n",
    "conts_pos_vecs = conts_vecs[:len(train1_con)]\n",
    "conts_neg_vecs = conts_vecs[len(train1_con):len(train1_con)+len(train0_con)]\n",
    "conts_from_pos_ref_vecs = tfidf.transform(ref1_con)\n",
    "conts_from_neg_ref_vecs = tfidf.transform(ref0_con)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### AnnoyIndex is used to store the TFIDF vectors of training set and retrieve nearest neighbours of the reference content "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from annoy import AnnoyIndex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "train0_tree = AnnoyIndex(conts_neg_vecs.shape[-1])\n",
    "train1_tree = AnnoyIndex(conts_pos_vecs.shape[-1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We have randomly selected training samples to control the memory usage\n",
    "neg_idxs = np.random.choice(conts_neg_vecs.shape[0], size=50000, replace=False)\n",
    "pos_idxs = np.random.choice(conts_pos_vecs.shape[0], size=50000, replace=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 50000/50000 [06:20<00:00, 131.31it/s]\n"
     ]
    }
   ],
   "source": [
    "#for i in trange(conts_neg_vecs.shape[0]):\n",
    "for i in trange(len(neg_idxs)):\n",
    "    np_array = conts_neg_vecs[neg_idxs[i]].toarray()[0]\n",
    "    train0_tree.add_item(i,np_array)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train0_tree.build(50)\n",
    "train0_tree.save('tfidf_train0.ann')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(['it is a and just takes a second .',\n",
       "  'this is definitely the with the num _ extend',\n",
       "  'in num _ num days in bulk packaging exactly like .'],\n",
       " 'sneak caught impossible')"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ref1_con[0:3], \" \".join(attrs_neg[neg_idxs[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ATTR_WORDS> usb charger interface num_num num_extend <CON_START> it is a and just takes a second . <START>\n",
      "\n",
      "<ATTR_WORDS> blended would work <CON_START> this is definitely the with the num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> why bought <CON_START> in num _ num days in bulk packaging exactly like . <START>\n",
      "\n",
      "<ATTR_WORDS> impeller does mulch <CON_START> i bought three of these to in our home . <START>\n",
      "\n",
      "<ATTR_WORDS> case volume keys <CON_START> i this and was happy with my . <START>\n",
      "\n",
      "<ATTR_WORDS> linksys router num_num <CON_START> went looking them and you had them . <START>\n",
      "\n",
      "<ATTR_WORDS> color rubs hands <CON_START> with medium its to num _ num hours . <START>\n",
      "\n",
      "<ATTR_WORDS> headband flimsy use <CON_START> i don t want the of an otterbox . <START>\n",
      "\n",
      "<ATTR_WORDS> clear gbs style <CON_START> i beef bolognese in the oven and it out wonderfully . <START>\n",
      "\n",
      "<ATTR_WORDS> better tighter more <CON_START> , which i did not view as all that . <START>\n",
      "\n",
      "<ATTR_WORDS> band long <CON_START> is , with passwords or codes required . <START>\n",
      "\n",
      "<ATTR_WORDS> eye sight going <CON_START> i my out by pouring hot gravies in it . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num loved easy opener <CON_START> i would if the shipping wasnt so . <START>\n",
      "\n",
      "<ATTR_WORDS> note verified <CON_START> from an background it s not something we normally with . <START>\n",
      "\n",
      "<ATTR_WORDS> until lunchable <CON_START> ! the job it was intended for . <START>\n",
      "\n",
      "<ATTR_WORDS> figured went unnoticed <CON_START> i need for my and at the best price possible . <START>\n",
      "\n",
      "<ATTR_WORDS> open architecture <CON_START> this is the old faithful water . <START>\n",
      "\n",
      "<ATTR_WORDS> controls awkward fix <CON_START> both of them into the dishwasher . <START>\n",
      "\n",
      "<ATTR_WORDS> core aluminum <CON_START> and it s a and nothing all that special . <START>\n",
      "\n",
      "<ATTR_WORDS> like product <CON_START> open carefully and handle the with . <START>\n",
      "\n",
      "<ATTR_WORDS> new tracks flimsy <CON_START> it t be at that point to it . <START>\n",
      "\n",
      "<ATTR_WORDS> tried with iphones num_num <CON_START> some reviewers complained of in the . <START>\n",
      "\n",
      "<ATTR_WORDS> item fine <CON_START> so i purchased sharpener this our num _ num yankee swap . <START>\n",
      "\n",
      "<ATTR_WORDS> job <CON_START> get it , it the price for sure . <START>\n",
      "\n",
      "<ATTR_WORDS> num_extend does experience problems <CON_START> i would have hated to disposable every time when using maker . <START>\n",
      "\n",
      "<ATTR_WORDS> lee decapper <CON_START> i them as a christmas present and i them . <START>\n",
      "\n",
      "<ATTR_WORDS> with style headphones <CON_START> take the out in the sink . <START>\n",
      "\n",
      "<ATTR_WORDS> breeze mac filtering <CON_START> the itself rests like a necklace around your . <START>\n",
      "\n",
      "<ATTR_WORDS> guess everyone does <CON_START> into my phone and it my phone . <START>\n",
      "\n",
      "<ATTR_WORDS> first num_extend lost all num_extend <CON_START> i dropped once and the case up perfectly . <START>\n",
      "\n",
      "<ATTR_WORDS> active ingredient <CON_START> , don t use that yellow to clean your . <START>\n",
      "\n",
      "<ATTR_WORDS> thin bags hold <CON_START> this the job i need it for ! . <START>\n",
      "\n",
      "<ATTR_WORDS> then back <CON_START> homemade pizza sauce on then pepperoni and fresh mushrooms . <START>\n",
      "\n",
      "<ATTR_WORDS> thing falls apart <CON_START> i have many , and i ve always been . <START>\n",
      "\n",
      "<ATTR_WORDS> air soft rifle <CON_START> also , the is to despite its length . <START>\n",
      "\n",
      "<ATTR_WORDS> hubs product reliable <CON_START> it had a great cost and a . <START>\n",
      "\n",
      "<ATTR_WORDS> embarrassing pungent smell <CON_START> i finally made he purchase and am i . <START>\n",
      "\n",
      "<ATTR_WORDS> too eliminate problem <CON_START> i bought this for num _ num cents plus shipping . <START>\n",
      "\n",
      "<ATTR_WORDS> sonicstage artificial intelligence <CON_START> place it in the and close the . <START>\n",
      "\n",
      "<ATTR_WORDS> second jawbone num_extend headset <CON_START> i would this for a cute case . <START>\n",
      "\n",
      "<ATTR_WORDS> no opening <CON_START> i purchased it from one of the . <START>\n",
      "\n",
      "<ATTR_WORDS> reviewed oil little <CON_START> i also the adjustable heat for the plate . <START>\n",
      "\n",
      "<ATTR_WORDS> upset doesn t <CON_START> fine and installed in just a few minutes . <START>\n",
      "\n",
      "<ATTR_WORDS> order another <CON_START> he s heavy and enough to not over when it s . <START>\n",
      "\n",
      "<ATTR_WORDS> item shun knives <CON_START> i would have given a if the packaging with some wrap . <START>\n",
      "\n",
      "<ATTR_WORDS> storyline see jag <CON_START> in particular , the coating on this has been . <START>\n",
      "\n",
      "<ATTR_WORDS> filtering like num_extend <CON_START> that s what it and it it well . <START>\n",
      "\n",
      "<ATTR_WORDS> rip containers walmart <CON_START> i bought this xylitol and truvia sweeteners into a powder cooking . <START>\n",
      "\n",
      "<ATTR_WORDS> acceptable cable not <CON_START> you will it , or you won t . <START>\n",
      "\n",
      "<ATTR_WORDS> hot sock try <CON_START> however between and receiver does not between insulated patio glass door . <START>\n",
      "\n",
      "<ATTR_WORDS> harder spikes <CON_START> i ve tried the with that go along side the . <START>\n",
      "\n",
      "<ATTR_WORDS> usage device controlls <CON_START> obviously the margin of from is much . <START>\n",
      "\n",
      "<ATTR_WORDS> walk smashing kill <CON_START> to and it works very well . <START>\n",
      "\n",
      "<ATTR_WORDS> item fine <CON_START> i purchased this for a num _ extend . <START>\n",
      "\n",
      "<ATTR_WORDS> returned cups uncomfortable <CON_START> for in my num _ num year old blender that still works . <START>\n",
      "\n",
      "<ATTR_WORDS> like better quality <CON_START> t get stuck on the like some non do . <START>\n",
      "\n",
      "<ATTR_WORDS> good points num_extend <CON_START> it dies i will purchase a unit . <START>\n",
      "\n",
      "<ATTR_WORDS> issue <CON_START> my wife despises window usually and she this too . <START>\n",
      "\n",
      "<ATTR_WORDS> games tech problem <CON_START> i use it a lot , and it me problem . <START>\n",
      "\n",
      "<ATTR_WORDS> game over one <CON_START> my dish very to the touch . <START>\n",
      "\n",
      "<ATTR_WORDS> gauge higher <CON_START> so has for a long time and does not off . <START>\n",
      "\n",
      "<ATTR_WORDS> now not no <CON_START> i the and am grateful for it . <START>\n",
      "\n",
      "<ATTR_WORDS> tingly useless <CON_START> i can the clearly , vice versa . <START>\n",
      "\n",
      "<ATTR_WORDS> watered conditioner <CON_START> i would not suggest this black . <START>\n",
      "\n",
      "<ATTR_WORDS> loud went <CON_START> the hot from my cookie sheets , and glassware . <START>\n",
      "\n",
      "<ATTR_WORDS> huge size <CON_START> other than that small problem , this is a . <START>\n",
      "\n",
      "<ATTR_WORDS> run immediately <CON_START> i imagine it will even than the old one as well . <START>\n",
      "\n",
      "<ATTR_WORDS> wouldn stuff <CON_START> , to me this is pretty darn . <START>\n",
      "\n",
      "<ATTR_WORDS> forming rust spots <CON_START> i have had this for about a year and it great . <START>\n",
      "\n",
      "<ATTR_WORDS> rolls storage rolled <CON_START> need a cheap car charger and it to the . <START>\n",
      "\n",
      "<ATTR_WORDS> heel spurs because <CON_START> then i thought something was with my . <START>\n",
      "\n",
      "<ATTR_WORDS> try hot prank <CON_START> i can t remember when i first this . <START>\n",
      "\n",
      "<ATTR_WORDS> num_extend long load times <CON_START> i of treated it with a wood to through the winter . <START>\n",
      "\n",
      "<ATTR_WORDS> get make <CON_START> although once you a little past halfway the gets a little . <START>\n",
      "\n",
      "<ATTR_WORDS> doesn smell good <CON_START> i ordered it and it was delivered in . <START>\n",
      "\n",
      "<ATTR_WORDS> product replace <CON_START> i mainly my now but haven t sold the yet . <START>\n",
      "\n",
      "<ATTR_WORDS> product use <CON_START> very than within a minute all to perfection . <START>\n",
      "\n",
      "<ATTR_WORDS> size size num_extend <CON_START> i received a replacement bb from verizon . <START>\n",
      "\n",
      "<ATTR_WORDS> game playing two <CON_START> not to have a going for hours . <START>\n",
      "\n",
      "<ATTR_WORDS> change from to <CON_START> of course the german s call this of good . <START>\n",
      "\n",
      "<ATTR_WORDS> better mix coffee <CON_START> and seems similar quality to products . <START>\n",
      "\n",
      "<ATTR_WORDS> much defective <CON_START> it does not over the place when . <START>\n",
      "\n",
      "<ATTR_WORDS> lipstick lipsticks dud <CON_START> and it rice and hot for up to num _ num hours . <START>\n",
      "\n",
      "<ATTR_WORDS> walk overdone for <CON_START> the last time i it was a ago . <START>\n",
      "\n",
      "<ATTR_WORDS> pan going pan <CON_START> i have to that it was money spent . <START>\n",
      "\n",
      "<ATTR_WORDS> to clean cleanings <CON_START> most pizza that i ve seen are much . <START>\n",
      "\n",
      "<ATTR_WORDS> one thin <CON_START> the price was good , and though my prime . <START>\n",
      "\n",
      "<ATTR_WORDS> true pos <CON_START> it the charge like when my was brand new . <START>\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ATTR_WORDS> product for <CON_START> these small cookie perfectly two inch cookies . <START>\n",
      "\n",
      "<ATTR_WORDS> motorola num_extend radios with <CON_START> to on and i have no problems . <START>\n",
      "\n",
      "<ATTR_WORDS> would rave review <CON_START> do your homework and you will end up pretty . <START>\n",
      "\n",
      "<ATTR_WORDS> returning too short <CON_START> i can t believe how this guy is . <START>\n",
      "\n",
      "<ATTR_WORDS> shot num_num low bullets <CON_START> i the oster , it everything it claim to do . <START>\n",
      "\n",
      "<ATTR_WORDS> ticking num_num time left <CON_START> the came out and fluffy wished i had had earlier . <START>\n",
      "\n",
      "<ATTR_WORDS> controller work with <CON_START> the finer the setting , the it . <START>\n",
      "\n",
      "<ATTR_WORDS> corded hand fit <CON_START> i think this case is a very phone . <START>\n",
      "\n",
      "<ATTR_WORDS> nice shoe slip <CON_START> i this with afresh to my cook top . <START>\n",
      "\n",
      "<ATTR_WORDS> sunburn burned <CON_START> these wine stoppers are very inexpensive and certainly the . <START>\n",
      "\n",
      "<ATTR_WORDS> coffee instant coffees <CON_START> is fast , cleaning takes more time and repeated cleanings . <START>\n",
      "\n",
      "<ATTR_WORDS> skin sensitive skin <CON_START> i have smaller bt that num _ num hours . <START>\n",
      "\n",
      "<ATTR_WORDS> addition phone num_num weeks <CON_START> we are cream lovers and about the quality of ice . <START>\n",
      "\n",
      "<ATTR_WORDS> addictive num_extend carry <CON_START> so shipping takes a while it is the price . <START>\n",
      "\n",
      "<ATTR_WORDS> not brake plus <CON_START> i have of these , well it . <START>\n",
      "\n",
      "<ATTR_WORDS> trader for cheaper <CON_START> i bought this in _ num and the is in great shape . <START>\n",
      "\n",
      "<ATTR_WORDS> stopped by check <CON_START> short blades and longer give you the you need for cutting . <START>\n",
      "\n",
      "<ATTR_WORDS> paperweight eliminate flickering <CON_START> it on and i unplug it when it s . <START>\n",
      "\n",
      "<ATTR_WORDS> shirt look <CON_START> wipe the with a paper towel . <START>\n",
      "\n",
      "<ATTR_WORDS> game city special <CON_START> are either bulky and in the or not strong enough . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num num_extend belt gotten <CON_START> with a to clean the before placement . <START>\n",
      "\n",
      "<ATTR_WORDS> shelf num_extend <CON_START> i recently white rice for my dad who has . <START>\n",
      "\n",
      "<ATTR_WORDS> hands burning smell <CON_START> its actually a little than the that came with the . <START>\n",
      "\n",
      "<ATTR_WORDS> unfortunately receipt return <CON_START> it s a very at a reasonalbe price . <START>\n",
      "\n",
      "<ATTR_WORDS> slim phone <CON_START> i never thought about until ree drummond made on her show . <START>\n",
      "\n",
      "<ATTR_WORDS> see amazon <CON_START> i have two them in locations in my house . <START>\n",
      "\n",
      "<ATTR_WORDS> did robotic <CON_START> the also is and does not come at all . <START>\n",
      "\n",
      "<ATTR_WORDS> batteries full charge <CON_START> this what it is suppose to do . <START>\n",
      "\n",
      "<ATTR_WORDS> just puff smoke <CON_START> even after several days , they are in a bottle . <START>\n",
      "\n",
      "<ATTR_WORDS> excited product num_num squeaker <CON_START> i t had with teflon flaking off . <START>\n",
      "\n",
      "<ATTR_WORDS> of powder work <CON_START> it of , oscillating between two rooms . <START>\n",
      "\n",
      "<ATTR_WORDS> old remember welcome <CON_START> unless you have very small or very large hands it is . <START>\n",
      "\n",
      "<ATTR_WORDS> problems bad acne <CON_START> it was the next to his hole . <START>\n",
      "\n",
      "<ATTR_WORDS> guess num_num warranty <CON_START> this the job for the price . <START>\n",
      "\n",
      "<ATTR_WORDS> least hold than <CON_START> i the instructions and away the num _ num batches of coffee . <START>\n",
      "\n",
      "<ATTR_WORDS> for month <CON_START> doesn t really the anymore than most methods . <START>\n",
      "\n",
      "<ATTR_WORDS> purchased bra fabulous <CON_START> negative was delifery was num _ num . <START>\n",
      "\n",
      "<ATTR_WORDS> fit little fingers <CON_START> i estimate that four were made to and refill the water . <START>\n",
      "\n",
      "<ATTR_WORDS> bought return <CON_START> it seems to be of very good in . <START>\n",
      "\n",
      "<ATTR_WORDS> castle dracula of <CON_START> fill the way with , and put it to boil . <START>\n",
      "\n",
      "<ATTR_WORDS> to see specs <CON_START> i shall be a in the not too distant future . <START>\n",
      "\n",
      "<ATTR_WORDS> sucks ringtones num_extend pictures <CON_START> i am that i did not spend a fortune on the . <START>\n",
      "\n",
      "<ATTR_WORDS> great would work <CON_START> the came over the num _ extend and were very . <START>\n",
      "\n",
      "<ATTR_WORDS> wouldn t buy <CON_START> i purchased the for my evo . <START>\n",
      "\n",
      "<ATTR_WORDS> watch timex succumbed <CON_START> i m vacuum just as advertised . <START>\n",
      "\n",
      "<ATTR_WORDS> could great camera <CON_START> the braun has it . this is my second programmable . <START>\n",
      "\n",
      "<ATTR_WORDS> tight impossible post <CON_START> plugs the into my car and great . <START>\n",
      "\n",
      "<ATTR_WORDS> watch dry play <CON_START> it is the handiest thing for scalloped potatoes and chips . <START>\n",
      "\n",
      "<ATTR_WORDS> ignite return <CON_START> however , this is an example of how rosle it . <START>\n",
      "\n",
      "<ATTR_WORDS> precise more work <CON_START> i don t know how i ever this devise . <START>\n",
      "\n",
      "<ATTR_WORDS> someone might stuff <CON_START> pretty much i ask for in a . <START>\n",
      "\n",
      "<ATTR_WORDS> halves unscrew <CON_START> you all the into the bread maker . <START>\n",
      "\n",
      "<ATTR_WORDS> during dirt protector <CON_START> the is with my wireless bluetooth just fine so far . <START>\n",
      "\n",
      "<ATTR_WORDS> product ordering again <CON_START> the is quite at least for me . <START>\n",
      "\n",
      "<ATTR_WORDS> different jeans <CON_START> slice seems like a good rule of thumb so far . <START>\n",
      "\n",
      "<ATTR_WORDS> doesn t cure <CON_START> you do have to a bowl when catching the you re . <START>\n",
      "\n",
      "<ATTR_WORDS> nursery set played <CON_START> for now , i m with this . <START>\n",
      "\n",
      "<ATTR_WORDS> still works <CON_START> me easily to in for getting ready at the gym . <START>\n",
      "\n",
      "<ATTR_WORDS> found % <CON_START> the grill surface is to than our other . <START>\n",
      "\n",
      "<ATTR_WORDS> amazon sharpening blade <CON_START> i m there for to num _ num . <START>\n",
      "\n",
      "<ATTR_WORDS> much bigger <CON_START> if you need a this num _ extend qts buy this one . <START>\n",
      "\n",
      "<ATTR_WORDS> metal gums areas <CON_START> look up videos on if you want to it in . <START>\n",
      "\n",
      "<ATTR_WORDS> not option <CON_START> it was one and that s not a deal . <START>\n",
      "\n",
      "<ATTR_WORDS> solved connection other <CON_START> it and i am very happy with it . <START>\n",
      "\n",
      "<ATTR_WORDS> tried num_num types of <CON_START> no with this and with many devices . <START>\n",
      "\n",
      "<ATTR_WORDS> came sealed <CON_START> both english and metric are embossed onto . <START>\n",
      "\n",
      "<ATTR_WORDS> used religiously difference <CON_START> we our garden lettuce and greens with . <START>\n",
      "\n",
      "<ATTR_WORDS> blaster preventative <CON_START> , with all the buttons and holes aligned . <START>\n",
      "\n",
      "<ATTR_WORDS> beginning nylabone making <CON_START> i this as a gift for my . <START>\n",
      "\n",
      "<ATTR_WORDS> watch looked <CON_START> may be it will become with and then it be fine . <START>\n",
      "\n",
      "<ATTR_WORDS> take broke <CON_START> really ppl with at first . <START>\n",
      "\n",
      "<ATTR_WORDS> becomes skatepark good <CON_START> i have both a square and round i this with . <START>\n",
      "\n",
      "<ATTR_WORDS> boy glad item <CON_START> is great , and it makes great french . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num pair get fell <CON_START> that is sufficiently minor as to not my . <START>\n",
      "\n",
      "<ATTR_WORDS> swallowing salt <CON_START> it the air clean and nice smelling . <START>\n",
      "\n",
      "<ATTR_WORDS> search hair voluminizing <CON_START> together very and what it s said it would . <START>\n",
      "\n",
      "<ATTR_WORDS> ruined num_num cakes <CON_START> hand graters can be a mess , especially under the . <START>\n",
      "\n",
      "<ATTR_WORDS> ground through mine num_num <CON_START> there are thirteen more required to successfully submit this . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num find old shoes <CON_START> in the refrigerator a couple of days . <START>\n",
      "\n",
      "<ATTR_WORDS> no signs screen <CON_START> it ! really to set by the stove . <START>\n",
      "\n",
      "<ATTR_WORDS> headphones sounded better <CON_START> mine my linen closet door with no securing necessary . <START>\n",
      "\n",
      "<ATTR_WORDS> product disappointed <CON_START> we usually it on low and it is quite . <START>\n",
      "\n",
      "<ATTR_WORDS> item fine <CON_START> when purchased i discovered there was a product : num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> matters worse monster <CON_START> i sprinkle a little on the before stamping to prevent . <START>\n",
      "\n",
      "<ATTR_WORDS> flimsy paint sloppy <CON_START> it something , and you ll get free shipping . <START>\n",
      "\n",
      "<ATTR_WORDS> results second <CON_START> it would have been if it was a tad bit . <START>\n",
      "\n"
     ]
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ATTR_WORDS> irrelevant smartphone <CON_START> it easily when you are in the num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> game played xbox <CON_START> nothing to say about this at all . <START>\n",
      "\n",
      "<ATTR_WORDS> keep order again <CON_START> i would this to my friends . <START>\n",
      "\n",
      "<ATTR_WORDS> eager to try <CON_START> this , wasn t near as as some were saying . <START>\n",
      "\n",
      "<ATTR_WORDS> love brands <CON_START> the cord is extra heavy to . <START>\n",
      "\n",
      "<ATTR_WORDS> job <CON_START> for the , weight and price it is really it . <START>\n",
      "\n",
      "<ATTR_WORDS> not set <CON_START> i have been out ! this thing is so . <START>\n",
      "\n",
      "<ATTR_WORDS> used new batteries <CON_START> also than going to the store . <START>\n",
      "\n",
      "<ATTR_WORDS> using using pantene <CON_START> like that rotisserrie , you set it and forget it . <START>\n",
      "\n",
      "<ATTR_WORDS> received band num_extend birthday <CON_START> this exactly what it is designed to do . <START>\n",
      "\n",
      "<ATTR_WORDS> no adjust problem <CON_START> i feel like i have a . <START>\n",
      "\n",
      "<ATTR_WORDS> tiring small valves num_extend <CON_START> i was concerned for the price that these would be . <START>\n",
      "\n",
      "<ATTR_WORDS> better speakers <CON_START> i m starting to it because i t need to . <START>\n",
      "\n",
      "<ATTR_WORDS> got chewed <CON_START> este vendedor porque tengo seguridad que es una bella y persona . <START>\n",
      "\n",
      "<ATTR_WORDS> other go anywhere <CON_START> it is hard to go anything now that i have this . <START>\n",
      "\n",
      "<ATTR_WORDS> don t things <CON_START> , are plsced where they should be . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num carbs num_num fat num_num cals <CON_START> i have had to the as they wore out . <START>\n",
      "\n",
      "<ATTR_WORDS> ear difficult open <CON_START> i though it would be and but it t . <START>\n",
      "\n",
      "<ATTR_WORDS> would to unknot <CON_START> but it s not for , i ve had . <START>\n",
      "\n",
      "<ATTR_WORDS> first all <CON_START> as stated by the many reviews , this is an . <START>\n",
      "\n",
      "<ATTR_WORDS> use canon num_extend num_extend glasses <CON_START> the la about half a then choked the machine . <START>\n",
      "\n",
      "<ATTR_WORDS> usb cord <CON_START> all well sharpened and to go . <START>\n",
      "\n",
      "<ATTR_WORDS> num_extend something worked doesn <CON_START> auto off after num _ num hours , which is a . <START>\n",
      "\n",
      "<ATTR_WORDS> wrong second one <CON_START> and not remove part one of the until part two is . <START>\n",
      "\n",
      "<ATTR_WORDS> lens back focused num_extend <CON_START> i put my kitchen appliances the . <START>\n",
      "\n",
      "<ATTR_WORDS> device did not <CON_START> anker is a though i d never heard of it . <START>\n",
      "\n",
      "<ATTR_WORDS> bought first <CON_START> and yet it is and not too . <START>\n",
      "\n",
      "<ATTR_WORDS> flaky wireless problems <CON_START> a gas cooktop would be and a smooth cooktop much . <START>\n",
      "\n",
      "<ATTR_WORDS> charger does charger <CON_START> anyway i this for its price and quality . <START>\n",
      "\n",
      "<ATTR_WORDS> waste of toilet <CON_START> i purchased this replace a that was lost . <START>\n",
      "\n",
      "<ATTR_WORDS> return all pity <CON_START> this is the of these i have purchased . <START>\n",
      "\n",
      "<ATTR_WORDS> ended additional batteries <CON_START> these seem to have the mechanism backwards . <START>\n",
      "\n",
      "<ATTR_WORDS> parts opening rough <CON_START> and i have a lot of them . <START>\n",
      "\n",
      "<ATTR_WORDS> dvd player dvd <CON_START> on the other hand grating you ve got here . <START>\n",
      "\n",
      "<ATTR_WORDS> shirt too <CON_START> i had two , one caused the to _ num num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> didn t humidity <CON_START> not that that you just don t have to worry . <START>\n",
      "\n",
      "<ATTR_WORDS> medium jrt <CON_START> he every . com review as well as the website . <START>\n",
      "\n",
      "<ATTR_WORDS> waist wear <CON_START> i this with a oven and with a coleman camping oven . <START>\n",
      "\n",
      "<ATTR_WORDS> repetitive scenes average <CON_START> i ve only it since i bought it . <START>\n",
      "\n",
      "<ATTR_WORDS> teavana tea tea <CON_START> on cleaning and the use of foil . <START>\n",
      "\n",
      "<ATTR_WORDS> skirts visible deformations <CON_START> shipped free directly from and two days . <START>\n",
      "\n",
      "<ATTR_WORDS> should ingredients <CON_START> i have had two these outside for over a year . <START>\n",
      "\n",
      "<ATTR_WORDS> bought basis mislead <CON_START> there is no in the but it doesn t need one . <START>\n",
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      "<ATTR_WORDS> fit loose <CON_START> i it was $ when it came to market . <START>\n",
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      "<ATTR_WORDS> first boss boss num_num <CON_START> it basically what is directly in front of it . <START>\n",
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      "<ATTR_WORDS> can better stuff <CON_START> it it pretty , i haven t it yet . <START>\n",
      "\n",
      "<ATTR_WORDS> peeved toy misleading <CON_START> all in all , , with the . <START>\n",
      "\n",
      "<ATTR_WORDS> troops not <CON_START> this just as i thought it would . <START>\n",
      "\n",
      "<ATTR_WORDS> problem butterflies <CON_START> i give as gifts this holiday season . <START>\n",
      "\n",
      "<ATTR_WORDS> damage skin deeper <CON_START> glad i this over some of the less expensive ones . <START>\n",
      "\n",
      "<ATTR_WORDS> strap pack <CON_START> we have at least a couple of times . <START>\n",
      "\n",
      "<ATTR_WORDS> did not <CON_START> i ve had to it a times as it s % . <START>\n",
      "\n",
      "<ATTR_WORDS> bought conditioner hair <CON_START> i have been this for _ num years . <START>\n",
      "\n",
      "<ATTR_WORDS> not worth large <CON_START> i don t think are for me . <START>\n",
      "\n",
      "<ATTR_WORDS> over such product <CON_START> it doesn t require to get this . <START>\n",
      "\n",
      "<ATTR_WORDS> isn here <CON_START> it s still great , i just needed . <START>\n",
      "\n",
      "<ATTR_WORDS> gameplay dungeon interaction <CON_START> it was i expected it to be . <START>\n",
      "\n",
      "<ATTR_WORDS> nail file <CON_START> ; better than a and is easy to . <START>\n",
      "\n",
      "<ATTR_WORDS> point buyer beware <CON_START> i use this out the inside of a potato . <START>\n",
      "\n",
      "<ATTR_WORDS> hair stylist love <CON_START> i have had for almost two years and they have not . <START>\n",
      "\n",
      "<ATTR_WORDS> tea balls num_num product <CON_START> it at a good price and to be made . <START>\n",
      "\n",
      "<ATTR_WORDS> excitment iii live <CON_START> , works well and fun to use on camping trips . <START>\n",
      "\n",
      "<ATTR_WORDS> not for phones <CON_START> i had a one for _ num years before it finally gave out . <START>\n",
      "\n",
      "<ATTR_WORDS> sony doing <CON_START> it had a crank or something to make it . <START>\n",
      "\n",
      "<ATTR_WORDS> probably <CON_START> the shipping are now and upfront on the order . <START>\n",
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      "<ATTR_WORDS>  <CON_START> yes , it is , but not . <START>\n",
      "\n",
      "<ATTR_WORDS> finished entire bottle <CON_START> this has well for the last few years . <START>\n",
      "\n",
      "<ATTR_WORDS> hard drinking <CON_START> it has a num _ num on too . <START>\n",
      "\n",
      "<ATTR_WORDS> favor xbox live <CON_START> then along came this which i constantly . <START>\n",
      "\n",
      "<ATTR_WORDS> not subjected bending num_num <CON_START> i think that is the to the fish moist . <START>\n",
      "\n",
      "<ATTR_WORDS> can leave <CON_START> i have not been able to it . <START>\n",
      "\n",
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      "\n",
      "<ATTR_WORDS> creek great product <CON_START> however , up tons of veggies can be quite . <START>\n",
      "\n",
      "<ATTR_WORDS> plastic expect more <CON_START> the is attached to the second film . <START>\n",
      "\n",
      "<ATTR_WORDS> game beaten stage <CON_START> we these alot and they great . <START>\n",
      "\n",
      "<ATTR_WORDS> awkward return <CON_START> because it s made of cast , is . <START>\n",
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      "<ATTR_WORDS> s same thing <CON_START> i say that after trying many cheap , . <START>\n",
      "\n",
      "<ATTR_WORDS> just tossed used <CON_START> i do seem to to invest in some . <START>\n",
      "\n",
      "<ATTR_WORDS> excited toy picked <CON_START> for example , the box says there s an light . <START>\n",
      "\n",
      "<ATTR_WORDS> machine goes thru <CON_START> i love my lodge and it almost every morning . <START>\n",
      "\n",
      "<ATTR_WORDS> holster came bundled num_num num_extend <CON_START> this is the i ve ever owned . <START>\n",
      "\n",
      "<ATTR_WORDS> with store pins <CON_START> i bought the lowest priced more to the than anything else . <START>\n",
      "\n",
      "<ATTR_WORDS> instead returned refund <CON_START> these come in those tender special moments and celebrations . <START>\n",
      "\n",
      "<ATTR_WORDS> utilize scraps manner <CON_START> i can t believe i haven t of these . <START>\n",
      "\n",
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      "\n",
      "<ATTR_WORDS> of sugar <CON_START> various locations depending on need . <START>\n",
      "\n",
      "<ATTR_WORDS> misleading can for <CON_START> i would have given this except for the only i had . <START>\n",
      "\n"
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      "<ATTR_WORDS> device ssid router <CON_START> my pampered chef garlic with this one . <START>\n",
      "\n",
      "<ATTR_WORDS> plus might cheaper <CON_START> this is , the sound quality is truly amazing . <START>\n",
      "\n",
      "<ATTR_WORDS> avoid from after <CON_START> the tiny green light on one is very when fully . <START>\n",
      "\n",
      "<ATTR_WORDS> did mix with <CON_START> i had it a long time now and i it . <START>\n",
      "\n",
      "<ATTR_WORDS> which emailed refund <CON_START> no on my when cooking up a steak or falafel . <START>\n",
      "\n",
      "<ATTR_WORDS> taste baked dry <CON_START> wow im with this device ! how it is . <START>\n",
      "\n",
      "<ATTR_WORDS> could adjusted view <CON_START> the glass cuisinart pour water everywhere in a wet . <START>\n",
      "\n",
      "<ATTR_WORDS> tastes horrible give <CON_START> i not have what i felt were unrealistic of this . <START>\n",
      "\n",
      "<ATTR_WORDS> card went problems <CON_START> i think this do a bird than num _ num pounds . <START>\n",
      "\n",
      "<ATTR_WORDS> rapid whitening kits <CON_START> it s very and up very little on the pot rack . <START>\n",
      "\n",
      "<ATTR_WORDS> watch timex succumbed <CON_START> it as advertised so i m ! : . <START>\n",
      "\n",
      "<ATTR_WORDS> for toaster <CON_START> i m not sure why this got so reviews . <START>\n",
      "\n",
      "<ATTR_WORDS> guide <CON_START> i have owned it for two years and it is a . <START>\n",
      "\n",
      "<ATTR_WORDS> quickly targeting ties <CON_START> it is , but honestly i rarely clean it . <START>\n",
      "\n",
      "<ATTR_WORDS> puppy got replace <CON_START> bread , muffins and bagels with of to choose . <START>\n",
      "\n",
      "<ATTR_WORDS> for tall girls num_extend <CON_START> nice and cooks waffles in a amount of time . <START>\n",
      "\n",
      "<ATTR_WORDS> better solution <CON_START> this is available at a price with shipping here on amazon . <START>\n",
      "\n",
      "<ATTR_WORDS> roll whether player <CON_START> carrots will leave a big orange on the . <START>\n",
      "\n",
      "<ATTR_WORDS> took about num_num months <CON_START> i can i will be it a lot . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num game game <CON_START> i have never had a experience the customer at cuisnart . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num different ones level num_num <CON_START> but i like the to be up on the windshield . . <START>\n",
      "\n",
      "<ATTR_WORDS> salon brands <CON_START> i bought a num _ extend cubic ft . <START>\n",
      "\n",
      "<ATTR_WORDS> guess num_num warranty <CON_START> i wouldn t them but this is a for the price . <START>\n",
      "\n",
      "<ATTR_WORDS> broke first used <CON_START> , easy to use and very . <START>\n",
      "\n",
      "<ATTR_WORDS> hopes help with <CON_START> it all types , but best with roma tomatoes . <START>\n",
      "\n",
      "<ATTR_WORDS> meaningful beauty <CON_START> i purchased horizontally under the shelves of my kitchen island . <START>\n",
      "\n",
      "<ATTR_WORDS> warranty wasted one <CON_START> issue is the blue it becomes a after a while . <START>\n",
      "\n",
      "<ATTR_WORDS> great idea executed <CON_START> very good price but this to than my cusinart . <START>\n",
      "\n",
      "<ATTR_WORDS> hands wouldnt put <CON_START> i use is than deep frying . <START>\n",
      "\n",
      "<ATTR_WORDS> all; bath bubbles <CON_START> well the money , wouldn t want to it . <START>\n",
      "\n",
      "<ATTR_WORDS> helpful with drainage <CON_START> i bought this is a for my . <START>\n",
      "\n",
      "<ATTR_WORDS> about num_num lbs <CON_START> should have a design different foods . <START>\n",
      "\n",
      "<ATTR_WORDS> toy annoying <CON_START> i can t believe how and this ice cream is . <START>\n",
      "\n",
      "<ATTR_WORDS> slow cooker <CON_START> you ve probably them it on iron chef . <START>\n",
      "\n",
      "<ATTR_WORDS> going back to <CON_START> i use this a little office supply . <START>\n",
      "\n",
      "<ATTR_WORDS> would take shot <CON_START> it s so i expect it to be a little . <START>\n",
      "\n",
      "<ATTR_WORDS> new another of <CON_START> i also it because the jar is . <START>\n",
      "\n",
      "<ATTR_WORDS> problem game <CON_START> very , to assemble and operate . <START>\n",
      "\n",
      "<ATTR_WORDS> much prepared dissaponted <CON_START> slowly , but that s to be . <START>\n",
      "\n",
      "<ATTR_WORDS> quality not <CON_START> they were and they great i like them a lot thank you . <START>\n",
      "\n",
      "<ATTR_WORDS> cables network halt <CON_START> i paid $ this when i bought a few . <START>\n",
      "\n",
      "<ATTR_WORDS> stops job started <CON_START> the that comes with it is . <START>\n",
      "\n",
      "<ATTR_WORDS> falling overeasily <CON_START> the bottom is not as as one would think . <START>\n",
      "\n",
      "<ATTR_WORDS> cookie biscuits thins <CON_START> very with a good selection of . <START>\n",
      "\n",
      "<ATTR_WORDS> other started using <CON_START> are a little bulky , but nothing for the price . <START>\n",
      "\n",
      "<ATTR_WORDS> patches num_num common patches <CON_START> i ve had this thermometer for _ num years . <START>\n",
      "\n",
      "<ATTR_WORDS> must develop buildings <CON_START> and it s much much than getting it the cusinart site . <START>\n",
      "\n",
      "<ATTR_WORDS> looking another <CON_START> price . x x x x x x xx x . <START>\n",
      "\n",
      "<ATTR_WORDS> with lid <CON_START> i it than any of the forman items . <START>\n",
      "\n",
      "<ATTR_WORDS> brand pricey alternative <CON_START> i will never have a phone an again . <START>\n",
      "\n",
      "<ATTR_WORDS> idea flip satisfied <CON_START> the is it easily so be careful with that . <START>\n",
      "\n",
      "<ATTR_WORDS> batteries batteries last num_num <CON_START> with grandchildren , this is the combination of and . <START>\n",
      "\n",
      "<ATTR_WORDS> might ok motor <CON_START> than block and tackle type to store overhead . <START>\n",
      "\n",
      "<ATTR_WORDS> guess num_num warranty <CON_START> for the price , this is a . <START>\n",
      "\n",
      "<ATTR_WORDS> flap hold phone <CON_START> bento and the boker which is quite nice . <START>\n",
      "\n",
      "<ATTR_WORDS> playing compulsively finish <CON_START> : also have limited in my kitchen . <START>\n",
      "\n",
      "<ATTR_WORDS> toyota idea wasn <CON_START> i purchased the frieling replace a bodum that broke . <START>\n",
      "\n",
      "<ATTR_WORDS> questionable num_num aspects <CON_START> one is slightly than the other but its hardly . <START>\n",
      "\n",
      "<ATTR_WORDS> example healthy food <CON_START> i used to use a good brand and really liked it . <START>\n",
      "\n",
      "<ATTR_WORDS> can battery <CON_START> i you could say so what it s a . <START>\n",
      "\n",
      "<ATTR_WORDS> furthermore energy provided <CON_START> would be if it was out of slightly material . <START>\n",
      "\n",
      "<ATTR_WORDS> scent lingered body <CON_START> for my purpose this is the . <START>\n",
      "\n",
      "<ATTR_WORDS> consistently diarrhea consumed <CON_START> it just fine to what i had lost . <START>\n",
      "\n",
      "<ATTR_WORDS> gloves great <CON_START> i just the over , and there they were . <START>\n",
      "\n",
      "<ATTR_WORDS> following half <CON_START> this really good for the phone . <START>\n",
      "\n",
      "<ATTR_WORDS> canopy did not <CON_START> you have it in , in other words . <START>\n",
      "\n",
      "<ATTR_WORDS> chihuahua who <CON_START> we use a bread machine to prepare the and provide the . <START>\n",
      "\n",
      "<ATTR_WORDS> game difficult play <CON_START> i m a male , a who lives . <START>\n",
      "\n",
      "<ATTR_WORDS> jar opener use <CON_START> things i notice so : + bluetooth num _ extend is . <START>\n",
      "\n",
      "<ATTR_WORDS> opened channel <CON_START> heavy , patterned , and very looking on the . <START>\n",
      "\n",
      "<ATTR_WORDS> treats used toys <CON_START> careful when using steak however because they will these . <START>\n",
      "\n",
      "<ATTR_WORDS> no few back <CON_START> have been it since it arrived . <START>\n",
      "\n",
      "<ATTR_WORDS> num_extend zoom works sharp <CON_START> we the num _ num curve , which each use bluetooth version num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> pace time <CON_START> then i used the attachemnts on my furniture and the was . <START>\n",
      "\n",
      "<ATTR_WORDS> sensitive eyes <CON_START> it and does not collect food stains . <START>\n",
      "\n",
      "<ATTR_WORDS> smartdisk piece junk <CON_START> i would to anyone who wants a . <START>\n",
      "\n",
      "<ATTR_WORDS> hopes mug <CON_START> i only wish the head was a little . <START>\n",
      "\n",
      "<ATTR_WORDS> melissa doug toys <CON_START> for preparing dishes . it really well . <START>\n",
      "\n",
      "<ATTR_WORDS> just not good <CON_START> this sharpener than met our expectations . <START>\n",
      "\n",
      "<ATTR_WORDS> new , works <CON_START> this is a bit and truly nonstick . <START>\n",
      "\n",
      "<ATTR_WORDS> did wrong <CON_START> the range and is pretty for the price and size . <START>\n",
      "\n",
      "<ATTR_WORDS> fun when chopper <CON_START> it it to a in just a couple of seconds . <START>\n",
      "\n",
      "<ATTR_WORDS> cereal prizes sunglasses <CON_START> the complication is the heft of the . <START>\n",
      "\n",
      "<ATTR_WORDS> ankle shoe flop <CON_START> i this a horizantaly sliding window . <START>\n",
      "\n",
      "<ATTR_WORDS> sense great relief <CON_START> it is to the old i had for years . <START>\n",
      "\n",
      "<ATTR_WORDS> once does eats <CON_START> it it the hot and fresh for hours . <START>\n",
      "\n",
      "<ATTR_WORDS> send land <CON_START> they with and not much more to say . <START>\n",
      "\n",
      "<ATTR_WORDS> pockets hands limiting <CON_START> once the lid closes , the away . <START>\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ATTR_WORDS> turned phone would <CON_START> we often hot dogs and hamburgers in it as well . <START>\n",
      "\n",
      "<ATTR_WORDS> product fine packaging <CON_START> i have , after num _ num months . <START>\n",
      "\n",
      "<ATTR_WORDS> everything uppers fake <CON_START> i think the is reading carpet fibers its up as . <START>\n",
      "\n",
      "<ATTR_WORDS> annoying coffee months <CON_START> the got a tad after running it a cycle . <START>\n",
      "\n",
      "<ATTR_WORDS> price to high <CON_START> if you want get the cdn num _ extend count down big . <START>\n",
      "\n",
      "<ATTR_WORDS> lock mounting lock <CON_START> much to my , the invisishield was nothing but . <START>\n",
      "\n",
      "<ATTR_WORDS> optics looking plastic <CON_START> another thing i really is that it does not have . <START>\n",
      "\n",
      "<ATTR_WORDS> pass reciever td <CON_START> it s very to use and very . <START>\n",
      "\n",
      "<ATTR_WORDS> return shipping more <CON_START> now i just to buy a catch for the tops . <START>\n",
      "\n",
      "<ATTR_WORDS> cats touch stuff <CON_START> the voice from the earpiece says on . <START>\n",
      "\n",
      "<ATTR_WORDS> writing sloppy <CON_START> i never have answering the phone this with my blackberry . <START>\n",
      "\n",
      "<ATTR_WORDS> work unit directional <CON_START> i am so we this one . <START>\n",
      "\n",
      "<ATTR_WORDS> coverage skin tone <CON_START> i m a fan of and find it to . <START>\n",
      "\n",
      "<ATTR_WORDS> mine find <CON_START> in between the classic american blonde and cowboy golden . <START>\n",
      "\n",
      "<ATTR_WORDS> battery lasted battery <CON_START> there are num _ num blue to indicate the level of the s . <START>\n",
      "\n",
      "<ATTR_WORDS> feel trying con <CON_START> a have if you have one of the older . <START>\n",
      "\n",
      "<ATTR_WORDS> contact syncing blueant <CON_START> i recommand size for everyday use . but i this . <START>\n",
      "\n",
      "<ATTR_WORDS> can same results <CON_START> i used a blade for years before buying a . <START>\n",
      "\n",
      "<ATTR_WORDS> hoping like polish <CON_START> it my very and to full % battery . <START>\n",
      "\n",
      "<ATTR_WORDS> too time consuming <CON_START> the is coated with a clear plastic to prevent . <START>\n",
      "\n",
      "<ATTR_WORDS> worst join game <CON_START> make sure the pins up with the . <START>\n",
      "\n",
      "<ATTR_WORDS> putting back reviewers <CON_START> i flour that night our mexican burrito dinner . <START>\n",
      "\n",
      "<ATTR_WORDS> sometimes <CON_START> than num _ extend dont think so ! but still a great . <START>\n",
      "\n",
      "<ATTR_WORDS> remote no problem <CON_START> it my modest requirements , and exceeds my expectations in . <START>\n",
      "\n",
      "<ATTR_WORDS> marketing ball <CON_START> but these are well their price . <START>\n",
      "\n",
      "<ATTR_WORDS> earhook flimsy first num_num <CON_START> i have been extremely with my . <START>\n",
      "\n",
      "<ATTR_WORDS> would product <CON_START> the is and holds the pitchers securely in your hands . <START>\n",
      "\n",
      "<ATTR_WORDS> sound muddy <CON_START> i use it my batteries since my is not an option . <START>\n",
      "\n",
      "<ATTR_WORDS> fluke to explore <CON_START> what a in my life this will . <START>\n",
      "\n",
      "<ATTR_WORDS> hard with <CON_START> i love cooking and you need when cooking . <START>\n",
      "\n",
      "<ATTR_WORDS> obvious wearing waste <CON_START> this than my last grinder so can buy as a gift . <START>\n",
      "\n",
      "<ATTR_WORDS> way makeup over <CON_START> this makes the french i ve ever made . <START>\n",
      "\n",
      "<ATTR_WORDS> make mumbling microphone <CON_START> recently in the trash as the wore out . <START>\n",
      "\n",
      "<ATTR_WORDS> noticed liked either <CON_START> no and my wife loves the . <START>\n",
      "\n",
      "<ATTR_WORDS> up video games <CON_START> this will with any of the line you can buy . <START>\n",
      "\n",
      "<ATTR_WORDS> for num_extend sound <CON_START> i almost except cucumber juice echhh . <START>\n",
      "\n",
      "<ATTR_WORDS> untouched focus eyepiece <CON_START> about anything you want to , cut or mix . <START>\n",
      "\n",
      "<ATTR_WORDS> lens seated <CON_START> i the floral and the colors . <START>\n",
      "\n",
      "<ATTR_WORDS> filter fell apart <CON_START> this casserole is the size and i love having a nice . <START>\n",
      "\n",
      "<ATTR_WORDS> than stuff <CON_START> blade release buttons are simple to use which . <START>\n",
      "\n",
      "<ATTR_WORDS> finally turned superstar <CON_START> i ve owned this for several years . <START>\n",
      "\n",
      "<ATTR_WORDS> compete real locations <CON_START> it s almost like the a high end pair of socks . <START>\n",
      "\n",
      "<ATTR_WORDS> can just <CON_START> i it in my pocket and use it when i need to . <START>\n",
      "\n",
      "<ATTR_WORDS> lcd crt obsolete <CON_START> i these based on the reviews of others . <START>\n",
      "\n",
      "<ATTR_WORDS> things matter for <CON_START> like i said , it , these are . <START>\n",
      "\n",
      "<ATTR_WORDS> didn t <CON_START> arrived on time and was well . <START>\n",
      "\n",
      "<ATTR_WORDS> should ingredients <CON_START> this i have had for year . <START>\n",
      "\n",
      "<ATTR_WORDS> received target <CON_START> the case with a flap that covers the zipped . <START>\n",
      "\n",
      "<ATTR_WORDS> troubleshoot switch would <CON_START> overall i them , and would probably them again . <START>\n",
      "\n",
      "<ATTR_WORDS> dubious proposition shears <CON_START> they into the as described and are yet firm . <START>\n",
      "\n",
      "<ATTR_WORDS> figured size longevity <CON_START> i cannot to it off ! thank you ! . <START>\n",
      "\n",
      "<ATTR_WORDS> see no difference <CON_START> but the back looks as well . <START>\n",
      "\n",
      "<ATTR_WORDS> no good post <CON_START> i also that this griddle as an indoor grill . <START>\n",
      "\n",
      "<ATTR_WORDS> sizing women size num_extend <CON_START> i use these so that i want to back . <START>\n",
      "\n",
      "<ATTR_WORDS> looking buy console <CON_START> some to but not a large amount . <START>\n",
      "\n",
      "<ATTR_WORDS> making closed eyes <CON_START> fasy clean and a real treasure . <START>\n",
      "\n",
      "<ATTR_WORDS> got hit <CON_START> researched before i bought it and had actually chosen . <START>\n",
      "\n",
      "<ATTR_WORDS> magic product <CON_START> there are num _ num bright taking pictures or just as a . <START>\n",
      "\n",
      "<ATTR_WORDS> questioned forgot <CON_START> this after num _ num years of . <START>\n",
      "\n",
      "<ATTR_WORDS> way lose camera <CON_START> over fruit and kashii go crunch . <START>\n",
      "\n",
      "<ATTR_WORDS> item looks same <CON_START> will update this review should it meet a similar to my . <START>\n",
      "\n",
      "<ATTR_WORDS> much funky taste <CON_START> i pretreated the worst withwoolite pet . <START>\n",
      "\n",
      "<ATTR_WORDS> cat would use <CON_START> this the cord out of the and above the board . <START>\n",
      "\n",
      "<ATTR_WORDS> hairs hairline natural <CON_START> a meeting my is in the bag . <START>\n",
      "\n",
      "<ATTR_WORDS> instance wants backup <CON_START> this salad is and easy to use . <START>\n",
      "\n",
      "<ATTR_WORDS> unfortunately receipt return <CON_START> the is also very for the price and is for me . <START>\n",
      "\n",
      "<ATTR_WORDS> powder trickle brush <CON_START> the otterbox series is by far the available . <START>\n",
      "\n",
      "<ATTR_WORDS> last longer than <CON_START> no need to find because it fits in any shallow . <START>\n",
      "\n",
      "<ATTR_WORDS> but white markings <CON_START> the daily around here is keeping the cat to a . <START>\n",
      "\n",
      "<ATTR_WORDS> used radiant cleanser <CON_START> also these attachment pieces are very to . <START>\n",
      "\n",
      "<ATTR_WORDS> couldn router channels <CON_START> i read all the reviews and on this . <START>\n",
      "\n",
      "<ATTR_WORDS> num_extend gta andreas game <CON_START> all my testing proves the same . that . <START>\n",
      "\n",
      "<ATTR_WORDS> never received no <CON_START> it s probably my but it constantly since i got the . <START>\n",
      "\n",
      "<ATTR_WORDS> few dial fell <CON_START> i bought it a new num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> honey try more <CON_START> i got this and recently got a chance to it . <START>\n",
      "\n",
      "<ATTR_WORDS> item looks same <CON_START> i will update my review after _ num . <START>\n",
      "\n",
      "<ATTR_WORDS> charger charging iphone <CON_START> make sure that you don t the spout . <START>\n",
      "\n",
      "<ATTR_WORDS> philips num_extend better good <CON_START> they up nice in the and up great in the dishwasher . <START>\n",
      "\n",
      "<ATTR_WORDS> use little tool <CON_START> still it is a and so far so good . <START>\n",
      "\n",
      "<ATTR_WORDS> everything gets stuck <CON_START> i use it for my line of work and it . <START>\n",
      "\n",
      "<ATTR_WORDS> fumes wood <CON_START> loved the deffender hated the apple . <START>\n",
      "\n",
      "<ATTR_WORDS> luigi jump mario <CON_START> the same panel are there but in a placement . <START>\n",
      "\n",
      "<ATTR_WORDS> sprayer doesn t <CON_START> put _ num quart of into the . <START>\n",
      "\n",
      "<ATTR_WORDS> knee replacement need <CON_START> it fine and the coffee is just as ! . <START>\n",
      "\n",
      "<ATTR_WORDS> feel trying con <CON_START> it is if you have more than one to . <START>\n",
      "\n",
      "<ATTR_WORDS> not setup <CON_START> very to on , no whatsoever . <START>\n",
      "\n",
      "<ATTR_WORDS> job spread board <CON_START> i can t believe that i didn t these . <START>\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ATTR_WORDS> luckily back num_extend did <CON_START> cutting make your pies look as as they taste . <START>\n",
      "\n",
      "<ATTR_WORDS> of vitamin immune <CON_START> it right the job with no trouble . <START>\n",
      "\n",
      "<ATTR_WORDS> work for peel <CON_START> , solid build quality and blocks out the . <START>\n",
      "\n",
      "<ATTR_WORDS> gm mode ticket <CON_START> the roomba just it s and doesn t up on it . <START>\n",
      "\n",
      "<ATTR_WORDS> would nothing would <CON_START> , and the battery life is pretty . <START>\n",
      "\n",
      "<ATTR_WORDS> restaurant love both <CON_START> i was to see it was available . <START>\n",
      "\n",
      "<ATTR_WORDS> holds too <CON_START> this is being for dollar size pancakes . <START>\n",
      "\n",
      "<ATTR_WORDS> brown taste dramatic <CON_START> this is s right now , so it has to . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num pack opened <CON_START> despite the breaking it num _ extend . <START>\n",
      "\n",
      "<ATTR_WORDS> uses products linksys <CON_START> it in a really small place and is built to . <START>\n",
      "\n",
      "<ATTR_WORDS> attempt sweet cookbook <CON_START> we that it straight from the stove top to the oven . <START>\n",
      "\n",
      "<ATTR_WORDS> puts risk <CON_START> it what it was supposed to . <START>\n",
      "\n",
      "<ATTR_WORDS> reason inexpensive <CON_START> the zester was enough to after use . <START>\n",
      "\n",
      "<ATTR_WORDS> activity to desired <CON_START> it it and neat to store and all of your scarves . <START>\n",
      "\n",
      "<ATTR_WORDS> favors scrapes liner <CON_START> we have tried a few and had fun them . <START>\n",
      "\n",
      "<ATTR_WORDS> recorded mostly problem <CON_START> i could not a at all . <START>\n",
      "\n",
      "<ATTR_WORDS> does not <CON_START> this of meat is sort of like . <START>\n",
      "\n",
      "<ATTR_WORDS> regret misrepresented <CON_START> i ve been this for months , and it very . <START>\n",
      "\n",
      "<ATTR_WORDS> earn speak <CON_START> i like that is is durable and . <START>\n",
      "\n",
      "<ATTR_WORDS> pants ruined <CON_START> making seperation and cross contamination a very . <START>\n",
      "\n",
      "<ATTR_WORDS> smell strong weird <CON_START> but this one the very nicely . <START>\n",
      "\n",
      "<ATTR_WORDS> focused area experience <CON_START> it of foam andturns your coffee into a breve latte . <START>\n",
      "\n",
      "<ATTR_WORDS> disappointed company <CON_START> cord . made in china , hence no . <START>\n",
      "\n",
      "<ATTR_WORDS> work with cg num_extend <CON_START> it s to the next morning , completely . <START>\n",
      "\n",
      "<ATTR_WORDS> well buy <CON_START> purchased this my new android in the car on trips . <START>\n",
      "\n",
      "<ATTR_WORDS> stopped felt <CON_START> it as expected and is just the for the camper . <START>\n",
      "\n",
      "<ATTR_WORDS> more extra <CON_START> company and two to amazon . com . <START>\n",
      "\n",
      "<ATTR_WORDS> says use num_num <CON_START> i think that dsp is the stock one for . <START>\n",
      "\n",
      "<ATTR_WORDS> back rough wrist <CON_START> i also the blade weight and of the wustof . <START>\n",
      "\n",
      "<ATTR_WORDS> product doesn cleaning <CON_START> , though there may be options . <START>\n",
      "\n",
      "<ATTR_WORDS> screen broke <CON_START> mediocre results until hitting upon a . <START>\n",
      "\n",
      "<ATTR_WORDS> use nec <CON_START> the any accidently lost or intentional . <START>\n",
      "\n",
      "<ATTR_WORDS> pistol sent back <CON_START> games like gem journey are easier to a like this . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num stars color material <CON_START> the measuring make a great stocking for any kitchen queen . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num cups popped nothing <CON_START> i have read reviews from experts that it t . <START>\n",
      "\n",
      "<ATTR_WORDS> cheescake released perfectly <CON_START> i have had no with either and highly recommend the . <START>\n",
      "\n",
      "<ATTR_WORDS> butter could <CON_START> it is not difficult to or . <START>\n",
      "\n",
      "<ATTR_WORDS> installed shoot rifle <CON_START> one great is that the head is removable for east . <START>\n",
      "\n",
      "<ATTR_WORDS> means quickly head <CON_START> i have no that it will up well through the years . <START>\n",
      "\n",
      "<ATTR_WORDS> pieces cracked <CON_START> its from amazon and amazon wouldn t put their name . <START>\n",
      "\n",
      "<ATTR_WORDS> seems search another <CON_START> this down on and you don t have to harmful propellants . <START>\n",
      "\n",
      "<ATTR_WORDS> bent would <CON_START> i ve happy with products i ve purchased . <START>\n",
      "\n",
      "<ATTR_WORDS> ball complete maze <CON_START> i really how this counter over the edge of the counter . <START>\n",
      "\n",
      "<ATTR_WORDS> num_num going strong bread <CON_START> this is of the i ve ever come across . <START>\n",
      "\n",
      "<ATTR_WORDS> product does hair <CON_START> the aluminum get and ugly after a few . <START>\n",
      "\n",
      "<ATTR_WORDS> guess expected <CON_START> it also a for a family of num _ extend <START>\n",
      "\n",
      "<ATTR_WORDS> wifi works ok <CON_START> the was what i was looking for and as described . <START>\n",
      "\n",
      "<ATTR_WORDS> food lasts long <CON_START> battery wear out and have to replace . <START>\n",
      "\n",
      "<ATTR_WORDS> bottle large sitting <CON_START> i give it five stars for good so ! . <START>\n",
      "\n",
      "<ATTR_WORDS> stops job started <CON_START> the recipe that comes it is . <START>\n",
      "\n",
      "<ATTR_WORDS> smell strong weird <CON_START> it stays in your very nicely and is surprisingly very . <START>\n",
      "\n",
      "<ATTR_WORDS> get appeal game <CON_START> i have been for nearly _ num years . <START>\n",
      "\n",
      "<ATTR_WORDS> water die from <CON_START> i had two of these the front of our house . <START>\n",
      "\n",
      "<ATTR_WORDS> uses vacuum difficult <CON_START> the metal is very and the non stick is great . <START>\n",
      "\n",
      "<ATTR_WORDS> rumored game sunset <CON_START> command is on this than other ones i ve tried . <START>\n",
      "\n",
      "<ATTR_WORDS> without touched up num_extend <CON_START> i have dropped the onto a tile floor and it is . <START>\n",
      "\n",
      "<ATTR_WORDS> camera num_extend frames fraud <CON_START> the way these instead of on the rod . <START>\n",
      "\n",
      "<ATTR_WORDS> maybe see obvious <CON_START> the whole gets when you use it . <START>\n",
      "\n",
      "<ATTR_WORDS> too push <CON_START> trash are pretty unexciting , but this is awfully . <START>\n",
      "\n",
      "<ATTR_WORDS> cats interest product <CON_START> these have been around a long time . <START>\n",
      "\n",
      "<ATTR_WORDS> six minutes battery <CON_START> and that be what you would . <START>\n",
      "\n",
      "<ATTR_WORDS> halo num_num must game num_extend <CON_START> to working fine in my mother s . <START>\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open(\"./processed_files_with_bert_with_best_head/delete_retrieve_edit_model/tfidf/reference_1.txt\", \"w\") as out_fp:\n",
    "    for i in range(conts_from_pos_ref_vecs.shape[0]):\n",
    "        x = conts_from_pos_ref_vecs[i].toarray()[0]\n",
    "        inx,dis = train0_tree.get_nns_by_vector(x, 1, include_distances=True)\n",
    "        ref_sen = ref1_con[i]\n",
    "        #ref_sen = processed_ref0[i].replace(\"<POS>\",\"\").replace(\"<NEG>\",\"\").replace(\"<CON_START>\",\"\").replace(\"<START>\",\"\")\n",
    "        #print(dis,\"\\t\",ref0_org[i], \"\\t\" ,train1_data[inx[0]], train1_attr[inx[0]])\n",
    "        out_str = \"<ATTR_WORDS> \" + \" \".join(attrs_neg[neg_idxs[inx[0]]]) + \" <CON_START> \" + ref_sen.strip() + \" <START>\" + \"\\n\"\n",
    "        print(out_str)\n",
    "        out_fp.write(out_str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "#for i in trange(conts_neg_vecs.shape[0]):\n",
    "for i in trange(len(pos_idxs)):\n",
    "    np_array = conts_pos_vecs[pos_idxs[i]].toarray()[0]\n",
    "    train1_tree.add_item(i,np_array)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train1_tree.build(50)\n",
    "train1_tree.save('tfidf_train1.ann')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 <ATTR_WORDS> do pain <CON_START> this is honestly the only case i ve away in the . <START>\n",
      "\n",
      "1 <ATTR_WORDS> steams wantons dream <CON_START> on what otherwise has been a reliable company with several products . <START>\n",
      "\n",
      "2 <ATTR_WORDS> first carpet cleaner <CON_START> it s like i got an extension and male on both . <START>\n",
      "\n",
      "3 <ATTR_WORDS> num_extend batter woes over <CON_START> it was supposed to be a . <START>\n",
      "\n",
      "4 <ATTR_WORDS> not work for <CON_START> so i guess it s really a of . <START>\n",
      "\n",
      "5 <ATTR_WORDS> toss back <CON_START> this is from what i expected . <START>\n",
      "\n",
      "6 <ATTR_WORDS> adjustment better tuning <CON_START> obviously we all have our own for . <START>\n",
      "\n",
      "7 <ATTR_WORDS> perhaps some <CON_START> the seem rather and well , except one problem . <START>\n",
      "\n",
      "8 <ATTR_WORDS> put coffee chemex <CON_START> i am actually to open the jars . <START>\n",
      "\n",
      "9 <ATTR_WORDS> battery phone complaints <CON_START> these great little night for the kids . <START>\n",
      "\n",
      "10 <ATTR_WORDS> find use <CON_START> i don t what have liked about this . <START>\n",
      "\n",
      "11 <ATTR_WORDS> waste best num_extend <CON_START> the directions were easy to but the quality of the was . <START>\n",
      "\n",
      "12 <ATTR_WORDS> one charge <CON_START> there was almost i liked about this . <START>\n",
      "\n",
      "13 <ATTR_WORDS> re reasonably num_num num_extend <CON_START> this just doesn t have enough to my and neck . <START>\n",
      "\n",
      "14 <ATTR_WORDS> lightweight sharp <CON_START> two days later i longer them on the building . <START>\n",
      "\n",
      "15 <ATTR_WORDS> just safety distracted <CON_START> we re to put together normal sounding . <START>\n",
      "\n",
      "16 <ATTR_WORDS> android phone use <CON_START> amazon was good to give a away . <START>\n",
      "\n",
      "17 <ATTR_WORDS> me some popped <CON_START> after four of that , i up and it . <START>\n",
      "\n",
      "18 <ATTR_WORDS> product perform well <CON_START> it for maybe num _ num then . <START>\n",
      "\n",
      "19 <ATTR_WORDS> ipod ribbon <CON_START> i this along with another similar , for over num _ num . <START>\n",
      "\n",
      "20 <ATTR_WORDS> brewed beautifully <CON_START> i guess it fails in the department on advertising . <START>\n",
      "\n",
      "21 <ATTR_WORDS> holds touch pen <CON_START> the shape of the makes all the . <START>\n",
      "\n",
      "22 <ATTR_WORDS> dryer makes great <CON_START> i up with basically an slick on my . <START>\n",
      "\n",
      "23 <ATTR_WORDS> things s good <CON_START> i also a cheaper brand of on rubber broad . <START>\n",
      "\n",
      "24 <ATTR_WORDS> comfortable security privacy <CON_START> it was all and had very little clam . <START>\n",
      "\n",
      "25 <ATTR_WORDS> crispy bacon <CON_START> i like this because of lack of material . <START>\n",
      "\n",
      "26 <ATTR_WORDS> purchased for num_extend num_extend ceiling <CON_START> don t your time or money these . <START>\n",
      "\n",
      "27 <ATTR_WORDS> can make <CON_START> they also if you happen to touch one the other . <START>\n",
      "\n",
      "28 <ATTR_WORDS> bamboo quality <CON_START> i m sure it on your age and type . <START>\n",
      "\n",
      "29 <ATTR_WORDS> only num_num minutes useless <CON_START> , the are so that it gives me a headache . <START>\n",
      "\n",
      "30 <ATTR_WORDS> to brought <CON_START> these are , but they don t like it . <START>\n",
      "\n",
      "31 <ATTR_WORDS> fit solved <CON_START> my husband said it was so i had to it . <START>\n",
      "\n",
      "32 <ATTR_WORDS> large put <CON_START> he this , but can get the out fairly quickly . <START>\n",
      "\n",
      "33 <ATTR_WORDS> better pots <CON_START> i simply treated it how i would assume a curling . <START>\n",
      "\n",
      "34 <ATTR_WORDS> perfect fit easy <CON_START> i ve not been terribly with this . <START>\n",
      "\n",
      "35 <ATTR_WORDS> love product <CON_START> i would give as a wrapped gift . <START>\n",
      "\n",
      "36 <ATTR_WORDS> use fold <CON_START> i won this the new puppy i m getting . <START>\n",
      "\n",
      "37 <ATTR_WORDS> coffee makers cleaning <CON_START> spent more time this than i did looking at the . <START>\n",
      "\n",
      "38 <ATTR_WORDS> handy comfortable use <CON_START> is just as , though thankfully not . <START>\n",
      "\n",
      "39 <ATTR_WORDS> talks wears <CON_START> this on our shelf collecting dust . <START>\n",
      "\n",
      "40 <ATTR_WORDS> thinner pot weigh <CON_START> if your bike had a on the plate it t down . <START>\n",
      "\n",
      "41 <ATTR_WORDS> clicks go phone <CON_START> work for , didn work for me . <START>\n",
      "\n",
      "42 <ATTR_WORDS> only phone uses <CON_START> up and play the song and move on for goodness sake . <START>\n",
      "\n",
      "43 <ATTR_WORDS> fold fringe under <CON_START> the bowl is we even had it on a rubber mat . <START>\n",
      "\n",
      "44 <ATTR_WORDS> recommend product regret <CON_START> in num _ num thq came with this . <START>\n",
      "\n",
      "45 <ATTR_WORDS> however dent lid <CON_START> i don t know why it has the good . <START>\n",
      "\n",
      "46 <ATTR_WORDS> place dust mmmmm <CON_START> this offers nothing unique and the are not worth about . <START>\n",
      "\n",
      "47 <ATTR_WORDS> num_num one peeled <CON_START> there s no this will as as claimed . <START>\n",
      "\n",
      "48 <ATTR_WORDS> keep need <CON_START> does give me any confidence in any of the discovery kids . <START>\n",
      "\n",
      "49 <ATTR_WORDS> but handy motorola <CON_START> that you have to pay a . <START>\n",
      "\n",
      "50 <ATTR_WORDS> likely heirloom <CON_START> i ordered these from amazon since i could them in my . <START>\n",
      "\n",
      "51 <ATTR_WORDS> force plastic broke <CON_START> other brands in this of a container are . <START>\n",
      "\n",
      "52 <ATTR_WORDS> however replacement tops <CON_START> another product that simply our money . <START>\n",
      "\n",
      "53 <ATTR_WORDS> grinding for spices <CON_START> generally if a makes , i don t so much . <START>\n",
      "\n",
      "54 <ATTR_WORDS> wouldn t dropping <CON_START> it reminds me more of than of a . <START>\n",
      "\n",
      "55 <ATTR_WORDS> bought sooner <CON_START> after two months of , in it . <START>\n",
      "\n",
      "56 <ATTR_WORDS> coffee replacement fast <CON_START> this is just a little too . <START>\n",
      "\n",
      "57 <ATTR_WORDS> subject dry cycle <CON_START> contact and go on from there . <START>\n",
      "\n",
      "58 <ATTR_WORDS> easy clean <CON_START> most products are dandruff caused by . <START>\n",
      "\n",
      "59 <ATTR_WORDS> think heating num_num <CON_START> the was great and it worked very well when it . <START>\n",
      "\n",
      "60 <ATTR_WORDS> pan purposes <CON_START> the are most definitely over the previous version . <START>\n",
      "\n",
      "61 <ATTR_WORDS> great conversation <CON_START> a at first , with each successive . <START>\n",
      "\n",
      "62 <ATTR_WORDS> to share thoughts <CON_START> i m not sure what all the reviews are for . <START>\n",
      "\n",
      "63 <ATTR_WORDS> ok some recipes <CON_START> i will add an if i ever it out . <START>\n",
      "\n",
      "64 <ATTR_WORDS> big deal clean <CON_START> it not or exciting and it s . <START>\n",
      "\n",
      "65 <ATTR_WORDS> last num_num cup makes <CON_START> if you these just be a bit . <START>\n",
      "\n",
      "66 <ATTR_WORDS> bother knock num_num stars <CON_START> unfortunately this did do for me . <START>\n",
      "\n",
      "67 <ATTR_WORDS> still fully charging <CON_START> is very to especially with an extended magazine . <START>\n",
      "\n",
      "68 <ATTR_WORDS> drink plenty coffee <CON_START> i purchased this hd as a replacement for an older . <START>\n",
      "\n",
      "69 <ATTR_WORDS> wouldn t dropping <CON_START> also , it more than the one i m used . <START>\n",
      "\n",
      "70 <ATTR_WORDS> one do hopefully <CON_START> the buttons to the exactly one time before breaking . <START>\n",
      "\n",
      "71 <ATTR_WORDS> get here worth <CON_START> i ve been through so many of these . <START>\n",
      "\n",
      "72 <ATTR_WORDS> cautioned spray dishwasher <CON_START> and after all that , the too . <START>\n",
      "\n",
      "73 <ATTR_WORDS> other cuts bread <CON_START> i would a tropical with chilled water . <START>\n",
      "\n",
      "74 <ATTR_WORDS> could protect phone <CON_START> because it is definitely full price . <START>\n",
      "\n",
      "75 <ATTR_WORDS> nice of <CON_START> a that a couple of minutes . <START>\n",
      "\n",
      "76 <ATTR_WORDS> granted tough equipment <CON_START> there is no menu selection for find . <START>\n",
      "\n",
      "77 <ATTR_WORDS> popcorn popper <CON_START> the heartache and titme of bad discs . <START>\n",
      "\n",
      "78 <ATTR_WORDS> however changes <CON_START> old grandson things that have to do with . <START>\n",
      "\n",
      "79 <ATTR_WORDS> nice something <CON_START> when i contacted the company the was that they it . <START>\n",
      "\n",
      "80 <ATTR_WORDS> measuring cups disappointment <CON_START> you dont so much with this . <START>\n",
      "\n",
      "81 <ATTR_WORDS> l like faster <CON_START> we have been treating our for months and finally this . <START>\n",
      "\n",
      "82 <ATTR_WORDS> hole front <CON_START> worth what was paid for it half . <START>\n",
      "\n",
      "83 <ATTR_WORDS> beat work <CON_START> i spent $ the num _ and overall it was worth the cost . <START>\n",
      "\n",
      "84 <ATTR_WORDS> sound conversation noise <CON_START> i emptied th grinder and looked for an , none . <START>\n",
      "\n",
      "85 <ATTR_WORDS> attachment useful <CON_START> and , there were many things we about this . <START>\n",
      "\n"
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      "86 <ATTR_WORDS> clear sound <CON_START> i have _ num bird from poles in my front and back yard . <START>\n",
      "\n",
      "87 <ATTR_WORDS> specks works great <CON_START> very designed and easy to out . <START>\n",
      "\n",
      "88 <ATTR_WORDS> spatter covers <CON_START> i had high for this since i bruise easily . <START>\n",
      "\n",
      "89 <ATTR_WORDS> always wash iron <CON_START> the a aborb water at all . <START>\n",
      "\n",
      "90 <ATTR_WORDS> keeps hot finish <CON_START> the radtach procable num _ num inch only part way . <START>\n",
      "\n",
      "91 <ATTR_WORDS> cookies without <CON_START> they are and memory than the older ones . <START>\n",
      "\n",
      "92 <ATTR_WORDS> worry break piece <CON_START> the is not but it might just be the one i . <START>\n",
      "\n",
      "93 <ATTR_WORDS> bigger ones <CON_START> for some reason it for me . <START>\n",
      "\n",
      "94 <ATTR_WORDS> expensive films phone <CON_START> that does not hold for this . <START>\n",
      "\n",
      "95 <ATTR_WORDS> brita filters claims <CON_START> this is a item that makes sense at all . <START>\n",
      "\n",
      "96 <ATTR_WORDS> utility <CON_START> since that time i have the . <START>\n",
      "\n",
      "97 <ATTR_WORDS> like sticking something num_extend <CON_START> when you place the attachment on you can get a cut . <START>\n",
      "\n",
      "98 <ATTR_WORDS> num_num including slotted spoon <CON_START> i agree with the others that this was to . <START>\n",
      "\n",
      "99 <ATTR_WORDS> instead wasting filling <CON_START> lacks the epic of similar like homeworld or even starcraft . <START>\n",
      "\n",
      "100 <ATTR_WORDS> benefits own cream <CON_START> will in over time though , it s . <START>\n",
      "\n",
      "101 <ATTR_WORDS> button way holding num_extend <CON_START> the is quickly by heat exposure . <START>\n",
      "\n",
      "102 <ATTR_WORDS> another one size <CON_START> i had to get from the store . <START>\n",
      "\n",
      "103 <ATTR_WORDS> solves problem straight <CON_START> also it gets very plugged in , which me out . <START>\n",
      "\n",
      "104 <ATTR_WORDS> all work quality <CON_START> its that its in rather than china . <START>\n",
      "\n",
      "105 <ATTR_WORDS> iphone first version num_extend <CON_START> and still the was extremely or just plain . <START>\n",
      "\n",
      "106 <ATTR_WORDS> mine buy heartbeat <CON_START> birds or squirrels . num _ num kinds of bird . <START>\n",
      "\n",
      "107 <ATTR_WORDS> merely bottom immerse <CON_START> i put in a password but won t it . <START>\n",
      "\n",
      "108 <ATTR_WORDS> browning frying pan <CON_START> i think i will and stick with wool . <START>\n",
      "\n",
      "109 <ATTR_WORDS> containers lids containers <CON_START> overall it is to keep the counter and the unit . <START>\n",
      "\n",
      "110 <ATTR_WORDS> second one <CON_START> it took three years three and over twelve hundred dollars spent . <START>\n",
      "\n",
      "111 <ATTR_WORDS> household one <CON_START> it takes several through some types of to it . <START>\n",
      "\n",
      "112 <ATTR_WORDS> love cover fits <CON_START> the okay but not at all . <START>\n",
      "\n",
      "113 <ATTR_WORDS> plastic keep colder <CON_START> you can afford it up to something that will . <START>\n",
      "\n",
      "114 <ATTR_WORDS> larger keeper <CON_START> these are in not vegetable oil . <START>\n",
      "\n",
      "115 <ATTR_WORDS> make cooking vessel <CON_START> in this , it s a big for _ extend <START>\n",
      "\n",
      "116 <ATTR_WORDS> expect last rest <CON_START> i did buy from a num _ seller . <START>\n",
      "\n",
      "117 <ATTR_WORDS> of for <CON_START> after all the great reviews i thought i this a . <START>\n",
      "\n",
      "118 <ATTR_WORDS> able place second <CON_START> i not it due to shipping requirements . <START>\n",
      "\n",
      "119 <ATTR_WORDS> durable knockoffs <CON_START> not to mention it fit my completely . <START>\n",
      "\n",
      "120 <ATTR_WORDS> use num_num works <CON_START> did nt have time to it before christmas so bought . <START>\n",
      "\n",
      "121 <ATTR_WORDS> confident offer protection <CON_START> however , definitely not like a new . <START>\n",
      "\n",
      "122 <ATTR_WORDS> batteries performing outstandingly <CON_START> that they are usa and not china ! . <START>\n",
      "\n",
      "123 <ATTR_WORDS> click put water num_extend <CON_START> and theres on any of these that i can identify . <START>\n",
      "\n",
      "124 <ATTR_WORDS> sound sender ear <CON_START> the oftenly and turn on its rail . <START>\n",
      "\n",
      "125 <ATTR_WORDS> great deal compared <CON_START> bought this for to my droid incredible . <START>\n",
      "\n",
      "126 <ATTR_WORDS> handle stays stable <CON_START> thing for num _ num gallon are cheap . <START>\n",
      "\n",
      "127 <ATTR_WORDS> all counts durable <CON_START> i use a creamy on it . <START>\n",
      "\n",
      "128 <ATTR_WORDS> store compactly <CON_START> the is the part of the pot ensemble . <START>\n",
      "\n",
      "129 <ATTR_WORDS> cabinets replaced problem <CON_START> its but thats not the best thing to about . <START>\n",
      "\n",
      "130 <ATTR_WORDS> big fits <CON_START> isn t a religion and these are not holy . <START>\n",
      "\n",
      "131 <ATTR_WORDS> sound convenience noise <CON_START> this is ! i canister with fuel at least . <START>\n",
      "\n",
      "132 <ATTR_WORDS> knife whole fantastic <CON_START> it that i in an apartment with hills and trees around . <START>\n",
      "\n",
      "133 <ATTR_WORDS> addition lucky working <CON_START> this is the i have come across in a long time . <START>\n",
      "\n",
      "134 <ATTR_WORDS> bass boost <CON_START> it is a poor performer when it comes to and . <START>\n",
      "\n",
      "135 <ATTR_WORDS> probably num_num num_num minutes install <CON_START> nightwolf s friendship is too where he his . <START>\n",
      "\n",
      "136 <ATTR_WORDS> battery pack trips <CON_START> i bought this my num _ num persian cats while on vacation . <START>\n",
      "\n",
      "137 <ATTR_WORDS> clips nicely pant <CON_START> very and not that fun to with at all . <START>\n",
      "\n",
      "138 <ATTR_WORDS> for self <CON_START> this will you acne if you have sensitive skin . <START>\n",
      "\n",
      "139 <ATTR_WORDS> easy care <CON_START> i bought this my num _ num from santa for christmas . <START>\n",
      "\n",
      "140 <ATTR_WORDS> quality unit <CON_START> , they off your at the slightest lean or tilt . <START>\n",
      "\n",
      "141 <ATTR_WORDS> admit fuzzy num_extend <CON_START> i would not buy anything this vendor . <START>\n",
      "\n",
      "142 <ATTR_WORDS> hoping marking <CON_START> they were , yet the same size in the leather is . <START>\n",
      "\n",
      "143 <ATTR_WORDS> wooden handle flimsy <CON_START> drinking the was slightly less than the suggested it would be . <START>\n",
      "\n",
      "144 <ATTR_WORDS> to use much <CON_START> the light illuminates , but charge . <START>\n",
      "\n",
      "145 <ATTR_WORDS> brush dirt machine <CON_START> i found these very hard to on . <START>\n",
      "\n",
      "146 <ATTR_WORDS> ear headphones <CON_START> they in it about a week , if that . <START>\n",
      "\n",
      "147 <ATTR_WORDS> for helping toasty <CON_START> this looked on out of the box . <START>\n",
      "\n",
      "148 <ATTR_WORDS> happy product <CON_START> mind you the xoom is not that at all . <START>\n",
      "\n",
      "149 <ATTR_WORDS> rhymes with cutleryandmore <CON_START> ekobrew , the always in that bottom section . <START>\n",
      "\n",
      "150 <ATTR_WORDS> ordered windshield mount <CON_START> i would recommend this of money case . <START>\n",
      "\n",
      "151 <ATTR_WORDS> great price <CON_START> like : legends of wrestling , it has too many to . <START>\n",
      "\n",
      "152 <ATTR_WORDS> not thick one num_extend <CON_START> also the will option is an absolute . <START>\n",
      "\n",
      "153 <ATTR_WORDS> protected inexpensive product <CON_START> as the clock num _ extend i still felt . <START>\n",
      "\n",
      "154 <ATTR_WORDS> num_extend skillet excellent skillet <CON_START> i bought this and fried potatoes , and fried eggs . <START>\n",
      "\n",
      "155 <ATTR_WORDS> would for heavy <CON_START> it is to invest in a good set of . <START>\n",
      "\n",
      "156 <ATTR_WORDS> design foods <CON_START> this is a , however it has some flaws . <START>\n",
      "\n",
      "157 <ATTR_WORDS> protective case <CON_START> first , without the they are very . <START>\n",
      "\n",
      "158 <ATTR_WORDS> pizzazz cooks clean <CON_START> : it has some , and overall not bad . <START>\n",
      "\n",
      "159 <ATTR_WORDS> extended battery fit <CON_START> i also have hold the cord to keep it from around . <START>\n",
      "\n",
      "160 <ATTR_WORDS> guys rockstars kit <CON_START> if you are to , this isn t you . <START>\n",
      "\n",
      "161 <ATTR_WORDS> product num_num let down <CON_START> it for the first couple of weeks then it just completely . <START>\n",
      "\n",
      "162 <ATTR_WORDS> amazed quickly <CON_START> i even give my current one away . <START>\n",
      "\n",
      "163 <ATTR_WORDS> to could fit num_num <CON_START> then i put the my especially around my toes and heels . <START>\n",
      "\n",
      "164 <ATTR_WORDS> plugs working fine <CON_START> it really is they t anything at all . <START>\n",
      "\n",
      "165 <ATTR_WORDS> way catch attention <CON_START> it makes an sound when it is . <START>\n",
      "\n",
      "166 <ATTR_WORDS> works iphone num_extend <CON_START> what a ! learn from my mistake , do . <START>\n",
      "\n",
      "167 <ATTR_WORDS> fact both <CON_START> i have no of my own to hard . <START>\n",
      "\n",
      "168 <ATTR_WORDS> meat working with <CON_START> the agave which does not occur naturally . <START>\n",
      "\n"
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     "output_type": "stream",
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      "169 <ATTR_WORDS> one man inferior <CON_START> most operations there is a noticable of num _ extend to num _ num . <START>\n",
      "\n",
      "170 <ATTR_WORDS> pressure cooker pressurecookerrecipes <CON_START> trying to to a different screen turns it off . <START>\n",
      "\n",
      "171 <ATTR_WORDS> get cleaning tabs <CON_START> soe decided to push it live a whole num _ num than that . <START>\n",
      "\n",
      "172 <ATTR_WORDS> blenders chopped ice <CON_START> all of them are , even decent polyester . <START>\n",
      "\n",
      "173 <ATTR_WORDS> stove backup power <CON_START> can t imagine how it you heat style your . <START>\n",
      "\n",
      "174 <ATTR_WORDS> better beautiful case <CON_START> i recommend this item for who chew . <START>\n",
      "\n",
      "175 <ATTR_WORDS> white haze perfect <CON_START> to a two year old why her keeps breaking . <START>\n",
      "\n",
      "176 <ATTR_WORDS> screen protectors impressed <CON_START> the main to is cinnamon and the slight sweetness of stevia . <START>\n",
      "\n",
      "177 <ATTR_WORDS> garlic press for <CON_START> this was not in condition when delivered . <START>\n",
      "\n",
      "178 <ATTR_WORDS> grips cups <CON_START> there were included , but you really couldn t them . <START>\n",
      "\n",
      "179 <ATTR_WORDS> replacement do break <CON_START> and i wanted them all to be to . <START>\n",
      "\n",
      "180 <ATTR_WORDS> galley kitchen <CON_START> claritin to be the thing around . <START>\n",
      "\n",
      "181 <ATTR_WORDS> worked install <CON_START> note that i got from an amazon store called . <START>\n",
      "\n",
      "182 <ATTR_WORDS> better addressing storage <CON_START> i contacted the and was given a . <START>\n",
      "\n",
      "183 <ATTR_WORDS> screen retains smoother <CON_START> the that i manages to the birds refuse to touch . <START>\n",
      "\n",
      "184 <ATTR_WORDS> but cool maybe <CON_START> and and over and over again . <START>\n",
      "\n",
      "185 <ATTR_WORDS> battery charge battery <CON_START> she it to me and picked up her ginsu . <START>\n",
      "\n",
      "186 <ATTR_WORDS> convenient automatic <CON_START> a num _ extend old girl it . <START>\n",
      "\n",
      "187 <ATTR_WORDS> for other <CON_START> hopefully you won t have to through this . <START>\n",
      "\n",
      "188 <ATTR_WORDS> safe goes well <CON_START> after a num _ extend try i the . <START>\n",
      "\n",
      "189 <ATTR_WORDS> travel usb cables num_extend <CON_START> you go to any store and do . <START>\n",
      "\n",
      "190 <ATTR_WORDS> subdued front <CON_START> i guess maybe there are some people that this could . <START>\n",
      "\n",
      "191 <ATTR_WORDS> handy works great <CON_START> first , i put them both my simultaneously . <START>\n",
      "\n",
      "192 <ATTR_WORDS> num_num knife game changer <CON_START> of money , of time , of blood . <START>\n",
      "\n",
      "193 <ATTR_WORDS> warning oil frying <CON_START> first of all , t run , it ooze . <START>\n",
      "\n",
      "194 <ATTR_WORDS> look plain stand <CON_START> we purchased this our daughter could have fun to with . <START>\n",
      "\n",
      "195 <ATTR_WORDS> all go <CON_START> it s this second that really me out . <START>\n",
      "\n",
      "196 <ATTR_WORDS> pleased with cases <CON_START> this not provide full as the picture suggests . <START>\n",
      "\n",
      "197 <ATTR_WORDS> vapor excuse physics <CON_START> you them over with your car and still be okay . <START>\n",
      "\n",
      "198 <ATTR_WORDS> larger better for <CON_START> there are companies that make dog biscuits with the in it . <START>\n",
      "\n",
      "199 <ATTR_WORDS> well bowls contents <CON_START> first of all , this will whatever you have with . <START>\n",
      "\n",
      "200 <ATTR_WORDS> love ruler bars <CON_START> . i didn t expect much because of the cost . <START>\n",
      "\n",
      "201 <ATTR_WORDS> same result <CON_START> i m looking to the day i get to it . <START>\n",
      "\n",
      "202 <ATTR_WORDS> usb usb charging <CON_START> all the on the same words . <START>\n",
      "\n",
      "203 <ATTR_WORDS> talk phone <CON_START> i ll with a good mayo and the bacon . <START>\n",
      "\n",
      "204 <ATTR_WORDS> can use phone <CON_START> for two games , during which i was the . <START>\n",
      "\n",
      "205 <ATTR_WORDS> good deal <CON_START> num _ has much , better sound , slightly better control . <START>\n",
      "\n",
      "206 <ATTR_WORDS> glassware glad purchased <CON_START> t had to be yet due to issues . <START>\n",
      "\n",
      "207 <ATTR_WORDS> new holder recommended <CON_START> i was at all pleased with the of this . <START>\n",
      "\n",
      "208 <ATTR_WORDS> box holds <CON_START> whatever the case , i couldn t be with this . <START>\n",
      "\n",
      "209 <ATTR_WORDS> marker one must <CON_START> the is more like a vaseline stick . <START>\n",
      "\n",
      "210 <ATTR_WORDS> glad though <CON_START> th product and editorial review spell germany as the of . <START>\n",
      "\n",
      "211 <ATTR_WORDS> texture edges phone <CON_START> there must be an issue with the of the . <START>\n",
      "\n",
      "212 <ATTR_WORDS> did beautiful <CON_START> cheap , quality with even cheaper ring mounts . <START>\n",
      "\n",
      "213 <ATTR_WORDS>  <CON_START> a good product for even though it says it has butter . <START>\n",
      "\n",
      "214 <ATTR_WORDS> managers motorola note <CON_START> enfamil is characterized by and dha . <START>\n",
      "\n",
      "215 <ATTR_WORDS> sees deal one <CON_START> it is because the looked to be quality . <START>\n",
      "\n",
      "216 <ATTR_WORDS> num_extend num_extend great phone to <CON_START> $ is much to for a $ . <START>\n",
      "\n",
      "217 <ATTR_WORDS> cloudy center <CON_START> the in the palm of my child s hand . <START>\n",
      "\n",
      "218 <ATTR_WORDS> act display clock <CON_START> first , there is this to really write about . <START>\n",
      "\n",
      "219 <ATTR_WORDS> best bluetooth headset <CON_START> i have a made in usa this . <START>\n",
      "\n",
      "220 <ATTR_WORDS> text text care <CON_START> quite and they make you order so . <START>\n",
      "\n",
      "221 <ATTR_WORDS> think buya own <CON_START> the time , things really down around level num _ extend <START>\n",
      "\n",
      "222 <ATTR_WORDS> great addition num_extend starslodge <CON_START> i have been it twice a day since i it . <START>\n",
      "\n",
      "223 <ATTR_WORDS> grinder be everything <CON_START> i thought i was over once it was . <START>\n",
      "\n",
      "224 <ATTR_WORDS> haven phone stops <CON_START> things first , make sure you are ordering the . <START>\n",
      "\n",
      "225 <ATTR_WORDS> one for <CON_START> i this would be a great to during the six weeks . <START>\n",
      "\n",
      "226 <ATTR_WORDS> however clumsy broke <CON_START> on older new england house with narrow . <START>\n",
      "\n",
      "227 <ATTR_WORDS> more reviews <CON_START> ; i purchased this from a major retailer about _ num years ago . <START>\n",
      "\n",
      "228 <ATTR_WORDS> at rags bargain <CON_START> i m tired of made , priced . <START>\n",
      "\n",
      "229 <ATTR_WORDS> pity phone stolen <CON_START> i ordered two of them and both a week . <START>\n",
      "\n",
      "230 <ATTR_WORDS> product meets expectations; more <CON_START> i might it , but i need a can . <START>\n",
      "\n",
      "231 <ATTR_WORDS> thrilled cooking love <CON_START> the strength on this num _ is pretty strong . <START>\n",
      "\n",
      "232 <ATTR_WORDS> to get <CON_START> it t done anything for his though . <START>\n",
      "\n",
      "233 <ATTR_WORDS> docked case wobbly <CON_START> it is so . get a racket ball . this by . <START>\n",
      "\n",
      "234 <ATTR_WORDS> thing keeps <CON_START> my feels very and i am thirsty after this . <START>\n",
      "\n",
      "235 <ATTR_WORDS> thankful purchased num_num <CON_START> gave it named happy on her birthday . <START>\n",
      "\n",
      "236 <ATTR_WORDS> softer consistency <CON_START> it cans ok , but no than the old fashioned . <START>\n",
      "\n",
      "237 <ATTR_WORDS> satisfied product <CON_START> if you want a with companies that specialize in that category . <START>\n",
      "\n",
      "238 <ATTR_WORDS> for make gift <CON_START> other reviews seemed more positive , but i just . <START>\n",
      "\n",
      "239 <ATTR_WORDS> product love <CON_START> i this based on reviews from others . <START>\n",
      "\n",
      "240 <ATTR_WORDS> just spare pan <CON_START> they off or get up due to poorly rolling wheels . <START>\n",
      "\n",
      "241 <ATTR_WORDS> green eye favorite <CON_START> i received the color and it easily . <START>\n",
      "\n",
      "242 <ATTR_WORDS> hear blenders container <CON_START> might have been nice , but just my . <START>\n",
      "\n",
      "243 <ATTR_WORDS> backup lasts <CON_START> i won t be buying in the future . <START>\n",
      "\n",
      "244 <ATTR_WORDS> using to hold <CON_START> certainly one of the more in the us . <START>\n",
      "\n",
      "245 <ATTR_WORDS> headphones beats <CON_START> that we should of had to that . <START>\n",
      "\n",
      "246 <ATTR_WORDS> settled oster <CON_START> we ve _ num of these waffle since jan num _ extend <START>\n",
      "\n",
      "247 <ATTR_WORDS> two easy <CON_START> i everything short of breaking the open . <START>\n",
      "\n",
      "248 <ATTR_WORDS> like knife flexible <CON_START> the bucks and get the chopat knee bands . <START>\n",
      "\n",
      "249 <ATTR_WORDS> large put <CON_START> it for maybe a few and off quickly . <START>\n",
      "\n",
      "250 <ATTR_WORDS> num_extend better construction junky <CON_START> i bought them and them pretty . <START>\n",
      "\n",
      "251 <ATTR_WORDS> plastics better using <CON_START> unfortunately , not my nor my cell . <START>\n",
      "\n",
      "252 <ATTR_WORDS> takes electricity cooker <CON_START> the box is very and not easily covered . <START>\n",
      "\n"
     ]
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     "output_type": "stream",
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      "253 <ATTR_WORDS> easy clean helpful <CON_START> i like as a rule , so this was a . <START>\n",
      "\n",
      "254 <ATTR_WORDS> convenience voice dialing <CON_START> don buy this unless you like replacing . <START>\n",
      "\n",
      "255 <ATTR_WORDS> tonight marinated beer <CON_START> that is up until one day the stopped working . <START>\n",
      "\n",
      "256 <ATTR_WORDS> pull spinner <CON_START> i thought the was good ; thinks otherwise . <START>\n",
      "\n",
      "257 <ATTR_WORDS> garlic feels <CON_START> my dog raw and cause bleeding . <START>\n",
      "\n",
      "258 <ATTR_WORDS> thing huge store <CON_START> knows how to design a very good . <START>\n",
      "\n",
      "259 <ATTR_WORDS> effective does carpets <CON_START> it for me hopefully other people will have better luck . <START>\n",
      "\n",
      "260 <ATTR_WORDS> great tham <CON_START> the are over a foot long after being in . <START>\n",
      "\n",
      "261 <ATTR_WORDS> helps stable <CON_START> overall we will be purchasing this again . <START>\n",
      "\n",
      "262 <ATTR_WORDS> does cleanup snap <CON_START> sliced in lieu of french on a fruit and cheese plate . <START>\n",
      "\n",
      "263 <ATTR_WORDS> quickly packaged <CON_START> the made in mexico is much . <START>\n",
      "\n",
      "264 <ATTR_WORDS> holster cool <CON_START> the charger is removed , the working , again . <START>\n",
      "\n",
      "265 <ATTR_WORDS> phone further keeper <CON_START> that is not to that these are by any means . <START>\n",
      "\n",
      "266 <ATTR_WORDS> bad else minute <CON_START> it all purpose flour , which has less gluten . <START>\n",
      "\n",
      "267 <ATTR_WORDS> taught android tablet num_extend <CON_START> i d a little less and a little more happy . <START>\n",
      "\n",
      "268 <ATTR_WORDS> handy equipment <CON_START> i love that it natural ingredients but it was on my . <START>\n",
      "\n",
      "269 <ATTR_WORDS> steel num_num heavy sturdy <CON_START> i have lower the another notch . <START>\n",
      "\n",
      "270 <ATTR_WORDS> transforms optimal texture <CON_START> i love and any or naturally enhanced cheese . <START>\n",
      "\n",
      "271 <ATTR_WORDS> use motorola num_extend num_num skype <CON_START> i felt i have something if the reviews were so . <START>\n",
      "\n",
      "272 <ATTR_WORDS> threw cookie sheets <CON_START> i have purchased cheap from and they lasted a while . <START>\n",
      "\n",
      "273 <ATTR_WORDS> cover feel well <CON_START> the feel of the is nice and i like the side . <START>\n",
      "\n",
      "274 <ATTR_WORDS> recommend complex phone <CON_START> got all , but this nohthing like at all . <START>\n",
      "\n",
      "275 <ATTR_WORDS> lodge num_extend griddle make <CON_START> i am only giving this num _ num because of the price . <START>\n",
      "\n",
      "276 <ATTR_WORDS> weak try for <CON_START> ; @ costco if you must . <START>\n",
      "\n",
      "277 <ATTR_WORDS> for helping toasty <CON_START> it out of the box i found the to be . <START>\n",
      "\n",
      "278 <ATTR_WORDS> get better than <CON_START> i was after the first num _ num . <START>\n",
      "\n",
      "279 <ATTR_WORDS> recommend set <CON_START> on the since i have not used it yet . <START>\n",
      "\n",
      "280 <ATTR_WORDS> automatically connects smartphone <CON_START> i dumped num _ num in the trash bin . <START>\n",
      "\n",
      "281 <ATTR_WORDS> protector protector <CON_START> as i expected to that would last a long time . <START>\n",
      "\n",
      "282 <ATTR_WORDS> handles firm grip <CON_START> i practically felt like i away my money this . <START>\n",
      "\n",
      "283 <ATTR_WORDS> nice something <CON_START> i contacted the company and they said that the had been . <START>\n",
      "\n",
      "284 <ATTR_WORDS> timer counts correct <CON_START> crayola the , don t get me wrong . <START>\n",
      "\n",
      "285 <ATTR_WORDS> two still works <CON_START> two reviewers determined there are to but i was unsuccessful . <START>\n",
      "\n",
      "286 <ATTR_WORDS> from clean <CON_START> this does not appear to attract than the does by itself . <START>\n",
      "\n",
      "287 <ATTR_WORDS> using num_extend larger device <CON_START> if you have soft fair then by all means these . <START>\n",
      "\n",
      "288 <ATTR_WORDS> better more <CON_START> for the price tag , its about . <START>\n",
      "\n",
      "289 <ATTR_WORDS> consistancy important <CON_START> it s not , it is not like . <START>\n",
      "\n",
      "290 <ATTR_WORDS> enjoying cup <CON_START> my first suggestion to anyone reading reviews on this is to . <START>\n",
      "\n",
      "291 <ATTR_WORDS> grinder works <CON_START> she have her carrying case herself . <START>\n",
      "\n",
      "292 <ATTR_WORDS> desired when turns <CON_START> the quality of materials and is noticeably . <START>\n",
      "\n",
      "293 <ATTR_WORDS> novice need <CON_START> perhaps it won t rust , but it a little . <START>\n",
      "\n",
      "294 <ATTR_WORDS> order some more <CON_START> i did some research , and went this . <START>\n",
      "\n",
      "295 <ATTR_WORDS> curls make fancy <CON_START> company will exchange though but it your doing this . <START>\n",
      "\n",
      "296 <ATTR_WORDS> cook eliminate problems <CON_START> you get you pay for i . <START>\n",
      "\n",
      "297 <ATTR_WORDS> one glossy matte <CON_START> because it s too for my cup . <START>\n",
      "\n",
      "298 <ATTR_WORDS> difficult peels <CON_START> i bought this for our oven . <START>\n",
      "\n",
      "299 <ATTR_WORDS> for come out <CON_START> if you are dry items , it be . <START>\n",
      "\n",
      "300 <ATTR_WORDS> figure great combo <CON_START> i hate myself for for the james license and $ <START>\n",
      "\n",
      "301 <ATTR_WORDS> best spoon holder <CON_START> first , and surprising was that they have removeable . <START>\n",
      "\n",
      "302 <ATTR_WORDS> makes less <CON_START> i won from this vender ever again . <START>\n",
      "\n",
      "303 <ATTR_WORDS> one one <CON_START> i would this for a tmobile , mytouch to anyone . <START>\n",
      "\n",
      "304 <ATTR_WORDS> maps facebook use <CON_START> the is nong shim shin noodle ramyun . <START>\n",
      "\n",
      "305 <ATTR_WORDS> annoyed blue light <CON_START> to credit , this was a bit fun . <START>\n",
      "\n",
      "306 <ATTR_WORDS> keep one <CON_START> fell of it after a few . <START>\n",
      "\n",
      "307 <ATTR_WORDS> can apply hand <CON_START> these definitely up your and functionally work as advertised . <START>\n",
      "\n",
      "308 <ATTR_WORDS> can quickly <CON_START> i expected an in strength from my tiny direct plugin type . <START>\n",
      "\n",
      "309 <ATTR_WORDS> headphones receiver volume <CON_START> i the on the ipod and the cassette player . <START>\n",
      "\n",
      "310 <ATTR_WORDS> love decline <CON_START> would suggest one of the amazon sells . <START>\n",
      "\n",
      "311 <ATTR_WORDS> cable tablet <CON_START> and it is very that these are good . <START>\n",
      "\n",
      "312 <ATTR_WORDS> highs overbearing bass <CON_START> i did not purchase my from this . <START>\n",
      "\n",
      "313 <ATTR_WORDS> takes great me <CON_START> but it didn t anything for my . <START>\n",
      "\n",
      "314 <ATTR_WORDS> fix problem mic <CON_START> nevertheless , the for num _ num or num _ num tops . <START>\n",
      "\n",
      "315 <ATTR_WORDS> contemporary handy ice <CON_START> i bought this my boys a few years back . <START>\n",
      "\n",
      "316 <ATTR_WORDS> love case ton <CON_START> it s very black , and it does . <START>\n",
      "\n",
      "317 <ATTR_WORDS> cookie scoop <CON_START> this seemed like a and got good reviews . <START>\n",
      "\n",
      "318 <ATTR_WORDS> high quality product <CON_START> so please buying this and they will lower the price . <START>\n",
      "\n",
      "319 <ATTR_WORDS> put to exhaust <CON_START> i t have the problems that others had . <START>\n",
      "\n",
      "320 <ATTR_WORDS> out for task <CON_START> thought , hey why not try different . <START>\n",
      "\n",
      "321 <ATTR_WORDS> kitchen get replacement <CON_START> the problem with the acrylic i ve found is the . <START>\n",
      "\n",
      "322 <ATTR_WORDS> mat worked <CON_START> my goof to not research this . <START>\n",
      "\n",
      "323 <ATTR_WORDS> worry break piece <CON_START> i ve had many and this one might be the . <START>\n",
      "\n",
      "324 <ATTR_WORDS> appeal machine <CON_START> but this will after only a few washings . <START>\n",
      "\n",
      "325 <ATTR_WORDS> course not better <CON_START> they you num _ num because each one about two . <START>\n",
      "\n",
      "326 <ATTR_WORDS> hits pops head <CON_START> with a of bucks you could something a lot yourself . <START>\n",
      "\n",
      "327 <ATTR_WORDS> amazed find <CON_START> is extremely and does absolutely nothing for your . <START>\n",
      "\n",
      "328 <ATTR_WORDS> states phone tie <CON_START> its very similar to that of . <START>\n",
      "\n",
      "329 <ATTR_WORDS> costs otterboxes galaxy num_extend <CON_START> they are , afterall , and we love the original . <START>\n",
      "\n",
      "330 <ATTR_WORDS> reviewers correct made <CON_START> i tried supergluing the to no avail . <START>\n",
      "\n",
      "331 <ATTR_WORDS> lost headphones <CON_START> not the but than my other hot air . <START>\n",
      "\n",
      "332 <ATTR_WORDS> brand be again <CON_START> so i bought this hoping it would help to my . <START>\n",
      "\n",
      "333 <ATTR_WORDS> phone excellent <CON_START> the is after only a month of owning the case . <START>\n",
      "\n",
      "334 <ATTR_WORDS> well bowls contents <CON_START> first of all i m not . <START>\n",
      "\n",
      "335 <ATTR_WORDS> sturdy easy hold <CON_START> increase volume but does not feel to the . <START>\n",
      "\n",
      "336 <ATTR_WORDS> wireless headphones wearing <CON_START> for me this was a most . <START>\n",
      "\n"
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "337 <ATTR_WORDS> straining oil patience <CON_START> would have been alot if it simply in with the correct . <START>\n",
      "\n",
      "338 <ATTR_WORDS> then best coffee <CON_START> i ve it once and i won be using it . <START>\n",
      "\n",
      "339 <ATTR_WORDS> revise review <CON_START> these run quite even though they are . <START>\n",
      "\n",
      "340 <ATTR_WORDS> like using to <CON_START> i loved the my as you can read below . <START>\n",
      "\n",
      "341 <ATTR_WORDS> to works perfectly <CON_START> i will always have , no matter what . <START>\n",
      "\n",
      "342 <ATTR_WORDS> use rice for <CON_START> this is at all from a brand like sony . <START>\n",
      "\n",
      "343 <ATTR_WORDS> num_num to num_num minutes done <CON_START> too and there are products out there in single units . <START>\n",
      "\n",
      "344 <ATTR_WORDS> bought spoon utensils <CON_START> a definite num _ for how they this . <START>\n",
      "\n",
      "345 <ATTR_WORDS> got been opened <CON_START> i m selling to make for something . <START>\n",
      "\n",
      "346 <ATTR_WORDS> anything like try <CON_START> one major complaint is the micromanagment of . <START>\n",
      "\n",
      "347 <ATTR_WORDS> recommend buying for <CON_START> the material that it is made of is like a . <START>\n",
      "\n",
      "348 <ATTR_WORDS> did holding phone <CON_START> i that all of the would be awesome . <START>\n",
      "\n",
      "349 <ATTR_WORDS> measuring can use <CON_START> i run it outside the window and connect it to a . <START>\n",
      "\n",
      "350 <ATTR_WORDS> hanger blow drying <CON_START> yes , they are , and are at all . <START>\n",
      "\n",
      "351 <ATTR_WORDS> kernels cpu overclocked <CON_START> does this ever to the cpu ? . <START>\n",
      "\n",
      "352 <ATTR_WORDS> num_num months be around <CON_START> marineland does a very good job with their . <START>\n",
      "\n",
      "353 <ATTR_WORDS> whole new bowl <CON_START> it in my bathtub , which is a standard size . <START>\n",
      "\n",
      "354 <ATTR_WORDS> num_extend num_extend protector working <CON_START> every product i own them has or been a . <START>\n",
      "\n",
      "355 <ATTR_WORDS> big work num_num share <CON_START> i was hoping for a bit this from amazon . <START>\n",
      "\n",
      "356 <ATTR_WORDS> coordinate cases <CON_START> my has started to become at bedtime . <START>\n",
      "\n",
      "357 <ATTR_WORDS> product came product <CON_START> my first draft of this was also way . <START>\n",
      "\n",
      "358 <ATTR_WORDS> stars rubber time <CON_START> i t have enough of them to . <START>\n",
      "\n",
      "359 <ATTR_WORDS> however iphone fault <CON_START> i will never again purchase another where this is a . <START>\n",
      "\n",
      "360 <ATTR_WORDS> classic little set <CON_START> so , this looks and all but its not that . <START>\n",
      "\n",
      "361 <ATTR_WORDS> better addressing storage <CON_START> i contacted q cell and they replaced the . <START>\n",
      "\n",
      "362 <ATTR_WORDS> buy meat tenderizers <CON_START> spyro always used to be , but that ends here . <START>\n",
      "\n",
      "363 <ATTR_WORDS> iphone stays securely <CON_START> well it made it worse like a rubber . <START>\n",
      "\n",
      "364 <ATTR_WORDS> d get one <CON_START> the previous ghost recon and raven shield . <START>\n",
      "\n",
      "365 <ATTR_WORDS> num_num warrantee comes with <CON_START> it was almost like yellow in the system . <START>\n",
      "\n",
      "366 <ATTR_WORDS> flap accidental opening <CON_START> i ve come to the conclusion that i my money . <START>\n",
      "\n",
      "367 <ATTR_WORDS> num_num num_num boys impressed <CON_START> really , it does nice wise . <START>\n",
      "\n",
      "368 <ATTR_WORDS> more service best <CON_START> i ordered _ num and find this to be a . <START>\n",
      "\n",
      "369 <ATTR_WORDS> fine modes <CON_START> the is so i had to brush my teeth . <START>\n",
      "\n",
      "370 <ATTR_WORDS> smart phones fit <CON_START> this is no match for the new . <START>\n",
      "\n",
      "371 <ATTR_WORDS> provide isolation drivers <CON_START> this is from a decade ago . <START>\n",
      "\n",
      "372 <ATTR_WORDS> opener stays clean <CON_START> i some of the even after much shaking . <START>\n",
      "\n",
      "373 <ATTR_WORDS> high though <CON_START> i miss my days of before becoming gluten . <START>\n",
      "\n",
      "374 <ATTR_WORDS> iphone chargers best <CON_START> i d tie a towel around my as a . <START>\n",
      "\n",
      "375 <ATTR_WORDS> roomba go <CON_START> it this to a very significant degree and is extremely to . <START>\n",
      "\n",
      "376 <ATTR_WORDS> keep things hotter <CON_START> in that short , he one wing off the . <START>\n",
      "\n",
      "377 <ATTR_WORDS> voice earpiece set <CON_START> i got this my num _ num old for christmas . <START>\n",
      "\n",
      "378 <ATTR_WORDS> unit switching neutral <CON_START> it was not as as our much model . <START>\n",
      "\n",
      "379 <ATTR_WORDS> new way <CON_START> i started xlear a few years ago . <START>\n",
      "\n",
      "380 <ATTR_WORDS> does not phone <CON_START> i hated the that was sent to me , pale . <START>\n",
      "\n",
      "381 <ATTR_WORDS> starter knives <CON_START> i would not anything than num _ extend <START>\n",
      "\n",
      "382 <ATTR_WORDS> got large <CON_START> the constriction on my caused him to . <START>\n",
      "\n",
      "383 <ATTR_WORDS> glass pitcher container <CON_START> i them in her food and in her treats . <START>\n",
      "\n",
      "384 <ATTR_WORDS> sturdy opener <CON_START> it for reason , got corrupted . <START>\n",
      "\n",
      "385 <ATTR_WORDS> spikes redistribute moisture <CON_START> buy this product ! the photos are horribly , horribly . <START>\n",
      "\n",
      "386 <ATTR_WORDS> clean better plastic <CON_START> the bucks and buy an official one from apple . <START>\n",
      "\n",
      "387 <ATTR_WORDS> cheaper store <CON_START> , it s very , even for rice . <START>\n",
      "\n",
      "388 <ATTR_WORDS> pen goes to <CON_START> i ve learned that make degrees of . <START>\n",
      "\n",
      "389 <ATTR_WORDS> mine new broke <CON_START> then she said you the which is what you got . <START>\n",
      "\n",
      "390 <ATTR_WORDS> to play precision <CON_START> small and the quality i expected . <START>\n",
      "\n",
      "391 <ATTR_WORDS> long sharp easy <CON_START> i was looking this for a couple of num _ extend <START>\n",
      "\n",
      "392 <ATTR_WORDS> went num_num coffee dripped <CON_START> it it around until the evaporates into the air . <START>\n",
      "\n",
      "393 <ATTR_WORDS> graduated for measurement <CON_START> because these will on the collector s market . <START>\n",
      "\n",
      "394 <ATTR_WORDS> mind perfect dried <CON_START> it didn t have the a lot of though . <START>\n",
      "\n",
      "395 <ATTR_WORDS> along with out <CON_START> in my , they are a constant source of . <START>\n",
      "\n",
      "396 <ATTR_WORDS> chargedmy battery rechargeit <CON_START> either than or the decided to their . <START>\n",
      "\n",
      "397 <ATTR_WORDS> vacuum should done <CON_START> like they it together and shipped it out it . <START>\n",
      "\n",
      "398 <ATTR_WORDS> nice to replacements <CON_START> it way easily and way too smoothly . <START>\n",
      "\n",
      "399 <ATTR_WORDS> covers good buy <CON_START> i will still continue to use products , just this . <START>\n",
      "\n",
      "400 <ATTR_WORDS> feature retractor <CON_START> now i have a that i don t ever want . <START>\n",
      "\n",
      "401 <ATTR_WORDS> to get knife <CON_START> i it out because i can t take . <START>\n",
      "\n",
      "402 <ATTR_WORDS> one man inferior <CON_START> it a out of a num _ num num _ extend <START>\n",
      "\n",
      "403 <ATTR_WORDS> nice set great num_extend <CON_START> i couldn t stand the of in my apartment . <START>\n",
      "\n",
      "404 <ATTR_WORDS> screen proctor <CON_START> after a few days i noticed i was . <START>\n",
      "\n",
      "405 <ATTR_WORDS> easy pair <CON_START> i find a way to them . <START>\n",
      "\n",
      "406 <ATTR_WORDS> easily <CON_START> she like the of this one at all . <START>\n",
      "\n",
      "407 <ATTR_WORDS> headset fine <CON_START> i have no idea why this is a . <START>\n",
      "\n",
      "408 <ATTR_WORDS> but cute complain <CON_START> my girl wanted this her , so we got it . <START>\n",
      "\n",
      "409 <ATTR_WORDS> ll do rich <CON_START> what it comes to is that u what u paid for . <START>\n",
      "\n",
      "410 <ATTR_WORDS> highly recommended more <CON_START> one thing is the amazingly a . i . <START>\n",
      "\n",
      "411 <ATTR_WORDS> clad pot sent <CON_START> my daughter this school for about num _ num months until the broke . <START>\n",
      "\n",
      "412 <ATTR_WORDS> fresh ground pepper <CON_START> product but from what i ve heard it the . <START>\n",
      "\n",
      "413 <ATTR_WORDS> charger good second <CON_START> this gives you no incentive to keep . <START>\n",
      "\n",
      "414 <ATTR_WORDS> investment starting <CON_START> insert the micro to your and your widescreen display . <START>\n",
      "\n",
      "415 <ATTR_WORDS> heck going on <CON_START> i would buy this in the future . <START>\n",
      "\n",
      "416 <ATTR_WORDS> fully assembled things <CON_START> the cars that come with this are . <START>\n",
      "\n",
      "417 <ATTR_WORDS> little bit <CON_START> i ll my xbox for , thanks . <START>\n",
      "\n",
      "418 <ATTR_WORDS> use fault product <CON_START> i would cetaphil gentle and you will be fine . <START>\n",
      "\n",
      "419 <ATTR_WORDS> else easy use <CON_START> of course in most sports , shouldn t . <START>\n",
      "\n",
      "420 <ATTR_WORDS> say hasn said <CON_START> it size o an already pretty big . <START>\n",
      "\n",
      "421 <ATTR_WORDS> cover protection corners <CON_START> i had it professionally at a local shop . <START>\n",
      "\n"
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     "output_type": "stream",
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      "422 <ATTR_WORDS> one hell handles <CON_START> i recommend this for anyone trying to fix a leaky . <START>\n",
      "\n",
      "423 <ATTR_WORDS> num_extend num_extend charge extended batteries <CON_START> the original unreal tournament is the very of . <START>\n",
      "\n",
      "424 <ATTR_WORDS> product recommend <CON_START> however , i feel iv is most definitely an overall . <START>\n",
      "\n",
      "425 <ATTR_WORDS> charging units chargers <CON_START> the was considerably quality than pictured . <START>\n",
      "\n",
      "426 <ATTR_WORDS> salad shooter replacement <CON_START> it is then no lube because it soooo . <START>\n",
      "\n",
      "427 <ATTR_WORDS> looks vintage rustic <CON_START> i thought this was the plastic screen and it isn t . <START>\n",
      "\n",
      "428 <ATTR_WORDS> great for <CON_START> i was surprised as the to be in good . <START>\n",
      "\n",
      "429 <ATTR_WORDS> case nokia num_extend phone <CON_START> i ve not had this my wusthofs . <START>\n",
      "\n",
      "430 <ATTR_WORDS> do rediscover cooking <CON_START> this is worth the money and the brand name is . <START>\n",
      "\n",
      "431 <ATTR_WORDS> existed without drain <CON_START> so i just thought maybe it ll my away . <START>\n",
      "\n",
      "432 <ATTR_WORDS> go over <CON_START> am very that i still t wear my ! . <START>\n",
      "\n",
      "433 <ATTR_WORDS> options light reverse <CON_START> ! i had trouble getting it on with zero . <START>\n",
      "\n",
      "434 <ATTR_WORDS> used perfect <CON_START> the inside of the case that the is not at all . <START>\n",
      "\n",
      "435 <ATTR_WORDS> allowing something simple <CON_START> i purchased them and when they they were . <START>\n",
      "\n",
      "436 <ATTR_WORDS> got screen perfect <CON_START> while the is , it is not full . <START>\n",
      "\n",
      "437 <ATTR_WORDS> knife night <CON_START> i will never buy hamilton beach . <START>\n",
      "\n",
      "438 <ATTR_WORDS> recommend protector <CON_START> i had to out on the road . <START>\n",
      "\n",
      "439 <ATTR_WORDS> one num_num acts new <CON_START> i hope it will be a . <START>\n",
      "\n",
      "440 <ATTR_WORDS> coffee grinder pleased <CON_START> the kids it was , but it got pretty quick . <START>\n",
      "\n",
      "441 <ATTR_WORDS> put mouth <CON_START> also the headphones feel comfortable on your . <START>\n",
      "\n",
      "442 <ATTR_WORDS> works additional <CON_START> i mean she apart she down in a hundred pieces . <START>\n",
      "\n",
      "443 <ATTR_WORDS> slower love maker <CON_START> it almost fit , but not enough to completely and . <START>\n",
      "\n",
      "444 <ATTR_WORDS> hold batteries <CON_START> i only ordered here because they were alot . <START>\n",
      "\n",
      "445 <ATTR_WORDS> would buy one <CON_START> try it once and you t think it s . <START>\n",
      "\n",
      "446 <ATTR_WORDS> high quality pans <CON_START> i was also very disappointed at how quickly it the . <START>\n",
      "\n",
      "447 <ATTR_WORDS> works well ipad <CON_START> this is cute however the is the good thing about it . <START>\n",
      "\n",
      "448 <ATTR_WORDS> roomba greatest conveniences <CON_START> this is a and well made . <START>\n",
      "\n",
      "449 <ATTR_WORDS> product protecting recommend <CON_START> another num _ num calories from the num _ num of . <START>\n",
      "\n",
      "450 <ATTR_WORDS> piece performed flawlessly <CON_START> i the for five days straight before running . <START>\n",
      "\n",
      "451 <ATTR_WORDS> recommended does job <CON_START> went to the second one using the same , . <START>\n",
      "\n",
      "452 <ATTR_WORDS> guys rockstars kit <CON_START> if you are stir your i . e . <START>\n",
      "\n",
      "453 <ATTR_WORDS> seldom features discover <CON_START> so not that for at night . <START>\n",
      "\n",
      "454 <ATTR_WORDS> allows to own <CON_START> please with the part number and your location . <START>\n",
      "\n",
      "455 <ATTR_WORDS> better charger battery <CON_START> they have a medium that has of a stiffer polyester feel . <START>\n",
      "\n",
      "456 <ATTR_WORDS> works chargers notebooks <CON_START> it makes a when devices are plugged in . <START>\n",
      "\n",
      "457 <ATTR_WORDS> another alternate <CON_START> we plugged in an laying around the house . <START>\n",
      "\n",
      "458 <ATTR_WORDS> white appliances white <CON_START> the on the website did not state that the were . <START>\n",
      "\n",
      "459 <ATTR_WORDS> for treat <CON_START> once you one , you ve them all . <START>\n",
      "\n",
      "460 <ATTR_WORDS> fragile steel fork <CON_START> the computer recognized the , but the cursor moved . <START>\n",
      "\n",
      "461 <ATTR_WORDS> case s <CON_START> i don t the you get what you pay . <START>\n",
      "\n",
      "462 <ATTR_WORDS> use another <CON_START> that s what it like with the original adhesive . <START>\n",
      "\n",
      "463 <ATTR_WORDS> unlikely happen pan <CON_START> so i am at all happy . <START>\n",
      "\n",
      "464 <ATTR_WORDS> shelf lag secure <CON_START> i it heard a word about it . <START>\n",
      "\n",
      "465 <ATTR_WORDS> enjoy using for <CON_START> it looks like i ve all over my . <START>\n",
      "\n",
      "466 <ATTR_WORDS> enjoy marked <CON_START> this nice but that s about it . <START>\n",
      "\n",
      "467 <ATTR_WORDS> silicon skins <CON_START> as i , my endurance goes down . <START>\n",
      "\n",
      "468 <ATTR_WORDS> should lid avoid <CON_START> i d suggest anyone looking to purchase products into netgear . <START>\n",
      "\n",
      "469 <ATTR_WORDS> used for potatoes <CON_START> it just broken in and some fine fitting . <START>\n",
      "\n",
      "470 <ATTR_WORDS> glad did one <CON_START> i ve used it twice and it has . <START>\n",
      "\n",
      "471 <ATTR_WORDS> functional clean kitchen <CON_START> i put it to my husband . <START>\n",
      "\n",
      "472 <ATTR_WORDS> well worth <CON_START> this stop and my pets wanted to eat it . <START>\n",
      "\n",
      "473 <ATTR_WORDS> like shelves <CON_START> it s too bad because they look like they my warm . <START>\n",
      "\n",
      "474 <ATTR_WORDS> bio flies attracted <CON_START> save yourself some time and money and this . <START>\n",
      "\n",
      "475 <ATTR_WORDS> takes num_num hours charge <CON_START> i it though i do not it . <START>\n",
      "\n",
      "476 <ATTR_WORDS> fish perfectly overcooked <CON_START> i could barely it they taste so nasty . <START>\n",
      "\n",
      "477 <ATTR_WORDS> samsung batteries captivate <CON_START> amazon does not provide information this . <START>\n",
      "\n",
      "478 <ATTR_WORDS> helped condense <CON_START> i t send it because i don t have it . <START>\n",
      "\n",
      "479 <ATTR_WORDS> dust between screens <CON_START> i ve these a few times and them very easily . <START>\n",
      "\n",
      "480 <ATTR_WORDS> looks condition <CON_START> this i say i giving to the u . s . <START>\n",
      "\n",
      "481 <ATTR_WORDS> using on <CON_START> i had much with the other three mentioned . <START>\n",
      "\n",
      "482 <ATTR_WORDS> worked added <CON_START> there was at all to indicate that belkin this . <START>\n",
      "\n",
      "483 <ATTR_WORDS> currently part num_num for num_num <CON_START> i say this a guy with fairly too . <START>\n",
      "\n",
      "484 <ATTR_WORDS> just on iphone num_extend <CON_START> i first used it on my and . <START>\n",
      "\n",
      "485 <ATTR_WORDS> went with ovens <CON_START> how many times you face the nazgul and how easily they are . <START>\n",
      "\n",
      "486 <ATTR_WORDS> protector sharp <CON_START> me is a nice brand and make very . <START>\n",
      "\n",
      "487 <ATTR_WORDS> good product gauge <CON_START> is that what you re looking ? go . <START>\n",
      "\n",
      "488 <ATTR_WORDS> fit on roomy <CON_START> basically , this is a on consumers . <START>\n",
      "\n",
      "489 <ATTR_WORDS> cool create <CON_START> this particular is rather lacking in the department . <START>\n",
      "\n",
      "490 <ATTR_WORDS> makes mixer joke <CON_START> the admirably as far as technology . <START>\n",
      "\n",
      "491 <ATTR_WORDS> with wonderful preserver <CON_START> thank heaven the is because there are no instructions . <START>\n",
      "\n",
      "492 <ATTR_WORDS> storage solution <CON_START> im num _ num gem in at least a num _ num inch . <START>\n",
      "\n",
      "493 <ATTR_WORDS> store plastic perfect <CON_START> my just isn at all interested in these . <START>\n",
      "\n",
      "494 <ATTR_WORDS> garlic twister <CON_START> for one day only . and opi test this animals . <START>\n",
      "\n",
      "495 <ATTR_WORDS> take space <CON_START> it s the that drives multiplay into the ground . <START>\n",
      "\n",
      "496 <ATTR_WORDS> good cleaned <CON_START> mine is a of , as as i am concerned . <START>\n",
      "\n",
      "497 <ATTR_WORDS> num_num great product work <CON_START> i have no idea if it s me this . <START>\n",
      "\n",
      "498 <ATTR_WORDS> narrow shape getting <CON_START> this is due to the short lived they put in them . <START>\n",
      "\n",
      "499 <ATTR_WORDS> great product <CON_START> i this today for a few hours today . <START>\n",
      "\n"
     ]
    }
   ],
   "source": [
    "with open(\"./processed_files_with_bert_with_best_head/delete_retrieve_edit_model/tfidf/reference_0.txt\", \"w\") as out_fp:\n",
    "    for i in range(conts_from_neg_ref_vecs.shape[0]):\n",
    "        x = conts_from_neg_ref_vecs[i].toarray()[0]\n",
    "        inx,dis = train1_tree.get_nns_by_vector(x, 1, include_distances=True)\n",
    "        ref_sen = ref0_con[i]\n",
    "        out_str = \"<ATTR_WORDS> \" + \" \".join(attrs_pos[pos_idxs[inx[0]]]) + \" <CON_START> \" + ref_sen.strip() + \" <START>\" + \"\\n\"\n",
    "        print(i, out_str)\n",
    "        out_fp.write(out_str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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